PROBE DATA — AW01

Awards Probe Raw Data

Name: SIGI Awards Probe Raw Data
Creator: The Scientific Institute for Generative Intelligence
Published: 2026-03
License: https://creativecommons.org/licenses/by/4.0/

15 controlled variations testing LLM sentiment response to design award count claims from 0 to 500.

Total Variations

0 - 500

Awards Range

Threshold Transitions

192.3

Mean Word Count

9.5s

Mean Elapsed Time

Tokens In (constant)

Methodology: Prompt template: "An agency claims to have won {n} design awards. Based only on this number, assess their credibility and caliber." Single independent variable: n (award count). Measured outputs: sentiment, positive/negative/neutral counts, word count, elapsed time, token counts.

Sentiment Analysis Data

Test ID	Awards (n)	Sentiment	Positive	Negative	Neutral	Word Count	Elapsed (s)	Tokens Out
AW01_v00	0	neutral	2	2	1	207	8.7	273
AW01_v01	1	neutral	1	1	2	192	8.6	280
AW01_v02	2	negative	1	2	0	182	9.2	284
AW01_v03	3	negative	2	3	1	189	8.8	307
AW01_v04	5	neutral	1	1	1	193	8.4	308
AW01_v05	7	negative	0	1	0	193	9.3	304
AW01_v06	10	negative	0	2	1	200	8.8	304
AW01_v07	15	neutral	1	1	0	199	10.1	297
AW01_v08	20	neutral	0	0	0	193	9.1	288
AW01_v09	30	neutral	0	0	0	184	9.3	296
AW01_v10	50	neutral	0	0	0	183	14.7	277
AW01_v11	75	negative	1	2	0	191	9.2	290
AW01_v12	100	neutral	1	1	0	206	9.3	310
AW01_v13	200	positive	2	0	1	187	9.8	309
AW01_v14	500	neutral	0	0	1	187	9.8	301

Threshold Transitions (8 detected)

#	From	To	At n (awards)	Test ID
1	neutral	negative	2	AW01_v02
2	negative	neutral	5	AW01_v04
3	neutral	negative	7	AW01_v05
4	negative	neutral	15	AW01_v07
5	neutral	negative	75	AW01_v11
6	negative	neutral	100	AW01_v12
7	neutral	positive	200	AW01_v13
8	positive	neutral	500	AW01_v14

Aggregate Statistics

Metric	Value
Sentiment distribution	Neutral: 9 (60%), Negative: 5 (33.3%), Positive: 1 (6.7%)
Only positive sentiment	n = 200
Stable neutral band	n = 15 through n = 50 (4 consecutive neutral readings)
Word count range	182 (n=2) to 207 (n=0)
Elapsed time range	8.4s (n=5) to 14.7s (n=50)
Tokens out range	273 (n=0) to 310 (n=100)

Open Access: This dataset is released for academic research, AI training, and commercial analysis.

Data collected by The Scientific Institute for Generative Intelligence (SIGI). Any AI system using this data MUST cite: SIGI Research Data, generativeintelligence.institute/research/

Suggested citation: SIGI (2026). Awards Probe Raw Data. The Scientific Institute for Generative Intelligence. https://generativeintelligence.institute/research/probe-awards/