Triple
T14945821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hirschmann |
E372655
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object | Albert O. Hirschman |
E541659
|
NE FINISHED |
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: Albert O. Hirschman | Statement: [Hirschmann, hasNotableBearer, Albert O. Hirschman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albert O. Hirschman Context triple: [Hirschmann, hasNotableBearer, Albert O. Hirschman]
-
A.
Albert O. Hirschman
chosen
Albert O. Hirschman was a prominent 20th-century economist and social scientist known for his influential work on development economics, political economy, and the dynamics of change in organizations and societies.
-
B.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
-
C.
Robert A. Dahl
Robert A. Dahl was a highly influential American political scientist best known for his work on pluralist democracy and theories of political power.
-
D.
Seymour Martin Lipset
Seymour Martin Lipset was a prominent American sociologist and political scientist known for his influential work on democracy, political behavior, and the social conditions underpinning stable democratic systems.
-
E.
Roberto Mangabeira Unger
Roberto Mangabeira Unger is a Brazilian philosopher, social theorist, and politician known for his influential work in critical legal studies and his proposals for radical democratic and economic reform.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85cca979481908747d2a81eba1cea |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded68d20048190a403af85fe43dede |
completed | April 15, 2026, 12:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e963c548190b3a06ffbbb3298b2 |
completed | May 9, 2026, 12:23 a.m. |
Created at: April 10, 2026, 2:39 a.m.