Triple
T21934766
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Albert O. Hirschman |
E541659
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Albert Otto Hirschman |
—
|
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: Albert Otto Hirschman | Statement: [Albert O. Hirschman, fullName, Albert Otto Hirschman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albert Otto Hirschman Context triple: [Albert O. Hirschman, fullName, Albert Otto 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.
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.
-
C.
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.
-
D.
Robert Heilbroner
Robert Heilbroner was an American economist and historian of economic thought best known for his influential book "The Worldly Philosophers," which surveys the lives and ideas of major economic thinkers.
-
E.
Gabriel A. Almond
Gabriel A. Almond was an influential American political scientist known for his pioneering work in comparative politics and political culture.
- 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_69e0c47e2e5c81909a7f74ce3de50911 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f12402f7ac81909b14586a46d971bb |
completed | April 28, 2026, 9:17 p.m. |
Created at: April 16, 2026, 7:51 p.m.