Triple
T14945820
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hirschmann |
E372655
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object | 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: Hirschman | Statement: [Hirschmann, hasVariant, Hirschman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hirschman Context triple: [Hirschmann, hasVariant, 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.
Hernstein
Hernstein is a municipality in Lower Austria known for its rural landscape and historic castle, situated within the Baden district.
-
C.
Edward S. Herman
Edward S. Herman was an American economist, media analyst, and critic of U.S. foreign policy best known for co-developing the "propaganda model" of the media.
-
D.
Sheldon Wolin
Sheldon Wolin was an influential American political theorist best known for his work on democracy, power, and the concept of “inverted totalitarianism.”
-
E.
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.
- 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.