Triple
T8500936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugh Hefner |
E201211
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
David Hefner
David Hefner is the son of Playboy magazine founder Hugh Hefner, known primarily for his low-profile life outside the family’s media spotlight.
|
E740087
|
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: David Hefner | Statement: [Hugh Hefner, child, David Hefner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Hefner Context triple: [Hugh Hefner, child, David Hefner]
-
A.
Hugh Hefner
Hugh Hefner was an American magazine publisher and cultural figure best known as the founder of Playboy and its associated lifestyle brand.
-
B.
Christie Hefner
Christie Hefner is an American businesswoman best known for serving as longtime CEO and chairwoman of Playboy Enterprises.
-
C.
Bernie Ulman
Bernie Ulman was a prominent American football official best known for serving as a referee in the National Football League, including officiating major games such as Super Bowl IX.
-
D.
Don Bachardy
Don Bachardy is an American portrait artist known for his long-term relationship with writer Christopher Isherwood and his distinctive drawings of notable cultural figures.
-
E.
Roger Murdock
Roger Murdock is a comedic character in the parody film "Airplane!" portrayed by basketball star Kareem Abdul-Jabbar, known for humorously blending his real-life sports persona with the role of an airline co-pilot.
- 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: David Hefner Triple: [Hugh Hefner, child, David Hefner]
Generated description
David Hefner is the son of Playboy magazine founder Hugh Hefner, known primarily for his low-profile life outside the family’s media spotlight.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Hefner Target entity description: David Hefner is the son of Playboy magazine founder Hugh Hefner, known primarily for his low-profile life outside the family’s media spotlight.
-
A.
Hugh Hefner
Hugh Hefner was an American magazine publisher and cultural figure best known as the founder of Playboy and its associated lifestyle brand.
-
B.
Christie Hefner
Christie Hefner is an American businesswoman best known for serving as longtime CEO and chairwoman of Playboy Enterprises.
-
C.
Bernie Ulman
Bernie Ulman was a prominent American football official best known for serving as a referee in the National Football League, including officiating major games such as Super Bowl IX.
-
D.
Don Bachardy
Don Bachardy is an American portrait artist known for his long-term relationship with writer Christopher Isherwood and his distinctive drawings of notable cultural figures.
-
E.
Roger Murdock
Roger Murdock is a comedic character in the parody film "Airplane!" portrayed by basketball star Kareem Abdul-Jabbar, known for humorously blending his real-life sports persona with the role of an airline co-pilot.
- 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_69ce6d1c2ce4819082c92484d3865edf |
completed | April 2, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_69ce6e69213c8190add7eb9cc74b1a33 |
completed | April 2, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f28ae6481909a8a13613f3eb5e0 |
completed | April 2, 2026, 1:29 p.m. |
Created at: March 30, 2026, 6:14 p.m.