Triple
T10439460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Golden Gate Quartet |
E246128
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
William Langford
William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
|
E864983
|
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 Langford | Statement: [Golden Gate Quartet, hasMember, William Langford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Langford Context triple: [Golden Gate Quartet, hasMember, William Langford]
-
A.
Robert Livermore
Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
-
B.
Oscar Diggs
Oscar Diggs is a small-time circus magician and con artist who is swept away to the Land of Oz, where he becomes the legendary Wizard in the film "Oz the Great and Powerful."
-
C.
Sam Farrar
Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
-
D.
Ray Steele
Ray Steele is a fictional character in the "Fifty Shades" series, known as the loving adoptive father of protagonist Anastasia Steele.
-
E.
Pelham Humfrey
Pelham Humfrey was a 17th-century English composer and singer, known for his influential sacred music and as an early master in the Restoration-era Chapel Royal.
- 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 Langford Triple: [Golden Gate Quartet, hasMember, William Langford]
Generated description
William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Langford Target entity description: William Langford was a gospel singer best known as a member of the pioneering African-American vocal group the Golden Gate Quartet.
-
A.
Robert Livermore
Robert Livermore was a 19th-century Californian rancher and early settler whose name was later given to the city of Livermore, California.
-
B.
Oscar Diggs
Oscar Diggs is a small-time circus magician and con artist who is swept away to the Land of Oz, where he becomes the legendary Wizard in the film "Oz the Great and Powerful."
-
C.
Sam Farrar
Sam Farrar is an American musician, songwriter, and producer best known as a touring and later official member of the pop rock band Maroon 5.
-
D.
Ray Steele
Ray Steele is a fictional character in the "Fifty Shades" series, known as the loving adoptive father of protagonist Anastasia Steele.
-
E.
Pelham Humfrey
Pelham Humfrey was a 17th-century English composer and singer, known for his influential sacred music and as an early master in the Restoration-era Chapel Royal.
- 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_69d381bf3dc08190bf35a2643e4e8f22 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fb9d3a888190bf490b004a16c3ee |
completed | April 7, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d89fa5b3b081909af7de1745372add |
completed | April 10, 2026, 6:58 a.m. |
| NEDg | Description generation | batch_69d8a1656b348190ba932d03402d6a4d |
completed | April 10, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8a2b82bb48190899f37a967fef444 |
completed | April 10, 2026, 7:11 a.m. |
Created at: April 6, 2026, 12:15 p.m.