Triple
T8866848
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Whiting |
E211038
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Hubert “Hub” Fidler
Hubert “Hub” Fidler was the husband of American traditional pop singer Margaret Whiting, known primarily in connection with her personal life rather than for a public career of his own.
|
E763277
|
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: Hubert “Hub” Fidler | Statement: [Margaret Whiting, spouse, Hubert “Hub” Fidler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubert “Hub” Fidler Context triple: [Margaret Whiting, spouse, Hubert “Hub” Fidler]
-
A.
Wilbur Fisk
Wilbur Fisk was a prominent 19th-century American Methodist minister and educator who served as the first president of Wesleyan University in Middletown, Connecticut.
-
B.
Ralph Malph
Ralph Malph is a wisecracking, redheaded teenager known for his corny jokes and nervous humor on the classic TV sitcom "Happy Days."
-
C.
John Q. Underhill
John Q. Underhill is an individual notable enough to be recognized as a prominent bearer of the surname Underhill.
-
D.
Frank Lackteen
Frank Lackteen was a Lebanese-born American character actor best known for playing sinister or exotic villains in numerous silent and early sound film serials and Westerns.
-
E.
Jervis McEntee
Jervis McEntee was a 19th-century American landscape painter associated with the Hudson River School, known for his poetic, melancholic depictions of nature.
- 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: Hubert “Hub” Fidler Triple: [Margaret Whiting, spouse, Hubert “Hub” Fidler]
Generated description
Hubert “Hub” Fidler was the husband of American traditional pop singer Margaret Whiting, known primarily in connection with her personal life rather than for a public career of his own.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubert “Hub” Fidler Target entity description: Hubert “Hub” Fidler was the husband of American traditional pop singer Margaret Whiting, known primarily in connection with her personal life rather than for a public career of his own.
-
A.
Wilbur Fisk
Wilbur Fisk was a prominent 19th-century American Methodist minister and educator who served as the first president of Wesleyan University in Middletown, Connecticut.
-
B.
Ralph Malph
Ralph Malph is a wisecracking, redheaded teenager known for his corny jokes and nervous humor on the classic TV sitcom "Happy Days."
-
C.
John Q. Underhill
John Q. Underhill is an individual notable enough to be recognized as a prominent bearer of the surname Underhill.
-
D.
Frank Lackteen
Frank Lackteen was a Lebanese-born American character actor best known for playing sinister or exotic villains in numerous silent and early sound film serials and Westerns.
-
E.
Jervis McEntee
Jervis McEntee was a 19th-century American landscape painter associated with the Hudson River School, known for his poetic, melancholic depictions of nature.
- 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_69ca838d3c7c8190a849566d5afd2b11 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6108530c819084559f4de669ce20 |
completed | April 1, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0dafdf48190abc1fe1a8397e339 |
completed | April 3, 2026, 11:13 a.m. |
| NEDg | Description generation | batch_69cfa191d7d0819085a6b9bf7fa56067 |
completed | April 3, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28b1d1c8190ab4a10ba8fa7259d |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:51 p.m.