Triple
T21154037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AMC Entertainment Holdings, Inc. |
E521265
|
entity |
| Predicate | CEO |
P537
|
FINISHED |
| Object |
Adam Aron
Adam Aron is an American businessman best known for leading AMC Entertainment Holdings as its chief executive during the company’s high-profile meme-stock era.
|
E1469632
|
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: Adam Aron | Statement: [AMC Entertainment Holdings, Inc., CEO, Adam Aron]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Aron Context triple: [AMC Entertainment Holdings, Inc., CEO, Adam Aron]
-
A.
Michael Shaieb
Michael Shaieb is a composer and music producer known for his work on film scores and contemporary musical projects, including the soundtrack for "Stomp the Yard."
-
B.
Lee Eisenberg
Lee Eisenberg is an American television writer and producer best known for his work on series such as The Office and Hello Ladies.
-
C.
Jason Woliner
Jason Woliner is an American director and writer best known for his work in comedy television and film, including directing the satirical mockumentary "Borat Subsequent Moviefilm."
-
D.
Aaron Zigman
Aaron Zigman is an American composer and producer best known for his film scores on dramas and romantic films such as "The Notebook" and "John Q."
-
E.
Michael Greenberg
Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
- 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: Adam Aron Triple: [AMC Entertainment Holdings, Inc., CEO, Adam Aron]
Generated description
Adam Aron is an American businessman best known for leading AMC Entertainment Holdings as its chief executive during the company’s high-profile meme-stock era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Aron Target entity description: Adam Aron is an American businessman best known for leading AMC Entertainment Holdings as its chief executive during the company’s high-profile meme-stock era.
-
A.
Michael Shaieb
Michael Shaieb is a composer and music producer known for his work on film scores and contemporary musical projects, including the soundtrack for "Stomp the Yard."
-
B.
Lee Eisenberg
Lee Eisenberg is an American television writer and producer best known for his work on series such as The Office and Hello Ladies.
-
C.
Jason Woliner
Jason Woliner is an American director and writer best known for his work in comedy television and film, including directing the satirical mockumentary "Borat Subsequent Moviefilm."
-
D.
Aaron Zigman
Aaron Zigman is an American composer and producer best known for his film scores on dramas and romantic films such as "The Notebook" and "John Q."
-
E.
Michael Greenberg
Michael Greenberg is a prominent American neuroscientist renowned for his pioneering work on activity-dependent gene expression in the brain.
- 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7252a48788190bfdfe811fc6cfc06 |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dca1b28819087d3d6d118e7eaee |
completed | May 17, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_6a096e6cce748190ba618dfe86f7f6ce |
completed | May 17, 2026, 7:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f7706448190a1bb61535e0adcd3 |
completed | May 17, 2026, 7:34 a.m. |
Created at: April 16, 2026, 2:58 p.m.