Triple
T7584222
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fleischer |
E179565
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Ari Fleischer
Ari Fleischer is an American media consultant and political aide best known for serving as White House Press Secretary under President George W. Bush from 2001 to 2003.
|
E674442
|
NE FINISHED |
How this triple was built (4 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: Ari Fleischer | Statement: [Fleischer, hasNotableBearer, Ari Fleischer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ari Fleischer Context triple: [Fleischer, hasNotableBearer, Ari Fleischer]
-
A.
Stephen Hadley
Stephen Hadley is an American foreign policy advisor who served as U.S. National Security Advisor under President George W. Bush and has held several senior national security roles in government.
-
B.
Joshua Bolten
Joshua Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush and later became a prominent business policy leader.
-
C.
Kevin Sullivan
Kevin Sullivan is a name shared by several notable individuals, including a Canadian film and television producer, an American professional wrestler and booker, and various other public figures in sports, media, and politics.
-
D.
Joe Wilson
Joe Wilson is the falsely accused protagonist of Fritz Lang's 1936 film "Fury," whose near-lynching drives the movie’s exploration of mob violence and injustice.
-
E.
Joe Wilson
Joe Wilson is a musician best known as a member of the American soft rock band Classics IV, recognized for hits like "Spooky" and "Traces."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ari Fleischer Triple: [Fleischer, hasNotableBearer, Ari Fleischer]
Generated description
Ari Fleischer is an American media consultant and political aide best known for serving as White House Press Secretary under President George W. Bush from 2001 to 2003.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ari Fleischer Target entity description: Ari Fleischer is an American media consultant and political aide best known for serving as White House Press Secretary under President George W. Bush from 2001 to 2003.
-
A.
Stephen Hadley
Stephen Hadley is an American foreign policy advisor who served as U.S. National Security Advisor under President George W. Bush and has held several senior national security roles in government.
-
B.
Joshua Bolten
Joshua Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush and later became a prominent business policy leader.
-
C.
Kevin Sullivan
Kevin Sullivan is a name shared by several notable individuals, including a Canadian film and television producer, an American professional wrestler and booker, and various other public figures in sports, media, and politics.
-
D.
Joe Wilson
Joe Wilson is the falsely accused protagonist of Fritz Lang's 1936 film "Fury," whose near-lynching drives the movie’s exploration of mob violence and injustice.
-
E.
Joe Wilson
Joe Wilson is a musician best known as a member of the American soft rock band Classics IV, recognized for hits like "Spooky" and "Traces."
- F. None of above. chosen
Provenance (5 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_69c69f327db881909a21ae3b156f8ded |
completed | March 27, 2026, 3:16 p.m. |
| NER | Named-entity recognition | batch_69c6f993cd0c8190864f801074625a32 |
completed | March 27, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c861812e08819097fd14fe2b8fee13 |
completed | March 28, 2026, 11:17 p.m. |
| NEDg | Description generation | batch_69c862466fd481908ea5772e76a88d95 |
completed | March 28, 2026, 11:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c862cae0448190859a07db338e1de7 |
completed | March 28, 2026, 11:22 p.m. |
Created at: March 27, 2026, 3:52 p.m.