Triple
T23247964
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Walker Brothers |
E581636
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Gary Walker
Gary Walker is an American drummer and vocalist best known as a member of the 1960s pop group The Walker Brothers.
|
E1580807
|
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: Gary Walker | Statement: [The Walker Brothers, hasMember, Gary Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Walker Context triple: [The Walker Brothers, hasMember, Gary Walker]
-
A.
Bob Walker
Bob Walker was an early 20th-century film actor known for appearing in silent-era productions such as the 1915 drama "The Warrens of Virginia."
-
B.
Greg Walker
Greg Walker is a television producer best known for his work as an executive producer and showrunner on various TV series.
-
C.
Greg Walker
Greg Walker is an American singer best known for his work as a vocalist with the pop-soul group The 5th Dimension.
-
D.
Dwight Walker
Dwight Walker is the birth name of Lucious Lyon, the ambitious and ruthless music mogul at the center of the television series "Empire."
-
E.
Roy Walker
Roy Walker was a distinguished British film production designer and art director known for his meticulous work on major films throughout the late 20th century.
- 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: Gary Walker Triple: [The Walker Brothers, hasMember, Gary Walker]
Generated description
Gary Walker is an American drummer and vocalist best known as a member of the 1960s pop group The Walker Brothers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Walker Target entity description: Gary Walker is an American drummer and vocalist best known as a member of the 1960s pop group The Walker Brothers.
-
A.
Bob Walker
Bob Walker was an early 20th-century film actor known for appearing in silent-era productions such as the 1915 drama "The Warrens of Virginia."
-
B.
Greg Walker
Greg Walker is a television producer best known for his work as an executive producer and showrunner on various TV series.
-
C.
Greg Walker
Greg Walker is an American singer best known for his work as a vocalist with the pop-soul group The 5th Dimension.
-
D.
Dwight Walker
Dwight Walker is the birth name of Lucious Lyon, the ambitious and ruthless music mogul at the center of the television series "Empire."
-
E.
Roy Walker
Roy Walker was a distinguished British film production designer and art director known for his meticulous work on major films throughout the late 20th century.
- 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_69e24606b17c81908aba1a4911c8a8ba |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f193f3a67c81908ed18480e1cccc29 |
completed | April 29, 2026, 5:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c80f45c8190a19715ed6a759126 |
completed | May 19, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a0c4f37e390819083df9a959acf3a32 |
completed | May 19, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4fdafde88190a7ac791189acde68 |
completed | May 19, 2026, 11:56 a.m. |
Created at: April 17, 2026, 4:10 p.m.