Triple
T18506487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Likert scale |
E452209
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object | Rensis Likert |
—
|
NE NERFINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Rensis Likert | Statement: [Likert scale, developedBy, Rensis Likert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rensis Likert Context triple: [Likert scale, developedBy, Rensis Likert]
-
A.
Rensis Likert
chosen
Rensis Likert was an American organizational psychologist and social scientist best known for developing the Likert scale and pioneering survey research methods in the study of attitudes and management.
-
B.
Milton Rokeach
Milton Rokeach was a social psychologist best known for his work on human values, belief systems, and the development of the Rokeach Value Survey.
-
C.
Louis Thurstone
Louis Thurstone was an American psychologist and psychometrician best known for developing the theory of primary mental abilities and pioneering modern factor analysis in intelligence research.
-
D.
Harold D. Lasswell
Harold D. Lasswell was a pioneering American political scientist and communication theorist known for his work on propaganda, political psychology, and the analysis of power and policy.
-
E.
Elton Mayo
Elton Mayo was an Australian-born industrial psychologist and organizational theorist best known for his pioneering Hawthorne studies, which highlighted the importance of social relations and worker morale in productivity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d8d386df84819092355ebb260d848e |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5334266708190b59aca3a2218c095 |
completed | April 19, 2026, 7:55 p.m. |
Created at: April 10, 2026, 11:36 a.m.