Triple
T21144662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aramark |
E521021
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
William Fishman
William Fishman is an American businessman best known as a co-founder of the food service and facilities management company Aramark.
|
E1469552
|
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: William Fishman | Statement: [Aramark, foundedBy, William Fishman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Fishman Context triple: [Aramark, foundedBy, William Fishman]
-
A.
Irving Novick
Irving Novick was an American comic book artist best known for his work on DC Comics titles such as Batman and The Flash, whose war-comic imagery inspired Roy Lichtenstein’s painting "Whaam!".
-
B.
Andrew Glouberman
Andrew Glouberman is a neurotic, anxiety-prone adolescent boy and one of the main characters in the animated coming-of-age comedy series "Big Mouth."
-
C.
Jack N. Berkman
Jack N. Berkman was a benefactor whose support and legacy are honored through the naming of the Berkman Klein Center for Internet & Society at Harvard University.
-
D.
Walter Seltzer
Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
-
E.
Harold Schneider
Harold Schneider is a film producer best known for his work on the neo-noir sequel "The Two Jakes."
- 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: William Fishman Triple: [Aramark, foundedBy, William Fishman]
Generated description
William Fishman is an American businessman best known as a co-founder of the food service and facilities management company Aramark.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Fishman Target entity description: William Fishman is an American businessman best known as a co-founder of the food service and facilities management company Aramark.
-
A.
Irving Novick
Irving Novick was an American comic book artist best known for his work on DC Comics titles such as Batman and The Flash, whose war-comic imagery inspired Roy Lichtenstein’s painting "Whaam!".
-
B.
Andrew Glouberman
Andrew Glouberman is a neurotic, anxiety-prone adolescent boy and one of the main characters in the animated coming-of-age comedy series "Big Mouth."
-
C.
Jack N. Berkman
Jack N. Berkman was a benefactor whose support and legacy are honored through the naming of the Berkman Klein Center for Internet & Society at Harvard University.
-
D.
Walter Seltzer
Walter Seltzer was an American film producer known for his work on science fiction and genre films in the mid-20th century.
-
E.
Harold Schneider
Harold Schneider is a film producer best known for his work on the neo-noir sequel "The Two Jakes."
- 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_69e0b50c6a848190a4e525a77a319b8a |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e723fbb29881909c4036eab46ed440 |
completed | April 21, 2026, 7:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dc182708190b7311ae0d4bbf2d2 |
completed | May 17, 2026, 7:26 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, 2:57 p.m.