Triple
T8500931
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugh Hefner |
E201211
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Mildred Williams
Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
|
E740056
|
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: Mildred Williams | Statement: [Hugh Hefner, spouse, Mildred Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mildred Williams Context triple: [Hugh Hefner, spouse, Mildred Williams]
-
A.
Mildred Peacock
Mildred Peacock is the resilient African American mother and protagonist of Terry McMillan’s novel "Mama," who struggles to raise her children and find independence amid poverty and hardship.
-
B.
Mildred
Mildred is a feminine given name of English origin that became especially popular in the late 19th and early 20th centuries.
-
C.
Mildred Brown
Mildred Brown was a prominent African American journalist and civil rights advocate, best known as the longtime publisher of the Omaha Star newspaper.
-
D.
Mildred Vanderhoff
Mildred Vanderhoff was the wife of famed American bandleader and orchestral director Paul Whiteman.
-
E.
Mildred Harris
Mildred Harris was an American silent film actress best known for her early Hollywood career and her brief marriage to Charlie Chaplin.
- 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: Mildred Williams Triple: [Hugh Hefner, spouse, Mildred Williams]
Generated description
Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mildred Williams Target entity description: Mildred Williams was the first wife of Playboy founder Hugh Hefner, with whom she was married in the late 1940s and 1950s before their divorce.
-
A.
Mildred Peacock
Mildred Peacock is the resilient African American mother and protagonist of Terry McMillan’s novel "Mama," who struggles to raise her children and find independence amid poverty and hardship.
-
B.
Mildred
Mildred is a feminine given name of English origin that became especially popular in the late 19th and early 20th centuries.
-
C.
Mildred Brown
Mildred Brown was a prominent African American journalist and civil rights advocate, best known as the longtime publisher of the Omaha Star newspaper.
-
D.
Mildred Vanderhoff
Mildred Vanderhoff was the wife of famed American bandleader and orchestral director Paul Whiteman.
-
E.
Mildred Harris
Mildred Harris was an American silent film actress best known for her early Hollywood career and her brief marriage to Charlie Chaplin.
- 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.