Triple
T8500938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugh Hefner |
E201211
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Cooper Hefner
Cooper Hefner is an American businessman and media executive best known as the son of Playboy founder Hugh Hefner and for his leadership roles within the Playboy Enterprises brand.
|
E740059
|
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: Cooper Hefner | Statement: [Hugh Hefner, child, Cooper Hefner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooper Hefner Context triple: [Hugh Hefner, child, Cooper Hefner]
-
A.
Brody Jenner
Brody Jenner is an American television personality and model best known for appearing on reality shows like "The Hills" and "Keeping Up with the Kardashians."
-
B.
Scott Disick
Scott Disick is an American media personality and entrepreneur best known for his long-running appearances on the reality TV series "Keeping Up with the Kardashians" and its spin-offs.
-
C.
Kendall Jenner
Kendall Jenner is an American fashion model and television personality who rose to fame on "Keeping Up with the Kardashians" and has become one of the world's most recognizable runway and editorial models.
-
D.
Jonathan Taylor Weiss
Jonathan Taylor Weiss is the birth name of Jonathan Taylor Thomas, an American actor best known for his role as Randy Taylor on the sitcom "Home Improvement."
-
E.
Owen Bieber
Owen Bieber was an American labor leader who served as a prominent head of the United Auto Workers union during the 1980s and early 1990s, guiding it through major industrial and economic challenges.
- 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: Cooper Hefner Triple: [Hugh Hefner, child, Cooper Hefner]
Generated description
Cooper Hefner is an American businessman and media executive best known as the son of Playboy founder Hugh Hefner and for his leadership roles within the Playboy Enterprises brand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooper Hefner Target entity description: Cooper Hefner is an American businessman and media executive best known as the son of Playboy founder Hugh Hefner and for his leadership roles within the Playboy Enterprises brand.
-
A.
Brody Jenner
Brody Jenner is an American television personality and model best known for appearing on reality shows like "The Hills" and "Keeping Up with the Kardashians."
-
B.
Scott Disick
Scott Disick is an American media personality and entrepreneur best known for his long-running appearances on the reality TV series "Keeping Up with the Kardashians" and its spin-offs.
-
C.
Kendall Jenner
Kendall Jenner is an American fashion model and television personality who rose to fame on "Keeping Up with the Kardashians" and has become one of the world's most recognizable runway and editorial models.
-
D.
Jonathan Taylor Weiss
Jonathan Taylor Weiss is the birth name of Jonathan Taylor Thomas, an American actor best known for his role as Randy Taylor on the sitcom "Home Improvement."
-
E.
Owen Bieber
Owen Bieber was an American labor leader who served as a prominent head of the United Auto Workers union during the 1980s and early 1990s, guiding it through major industrial and economic challenges.
- 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_69ca831fe47c8190b5c57b456d2aefa0 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5996ce88190956cb3f8d9ad3daf |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e1da7388190855ccd2e4292fd26 |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce4ff668d4819081f4c3186437291b |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54cc52cc81908ca48c93956ca86e |
completed | April 2, 2026, 11:36 a.m. |
Created at: March 30, 2026, 6:14 p.m.