Triple
T16527228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Whip |
E401471
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Stuart "Stu" Walker
Stuart "Stu" Walker is a musician best known as a former member of the British dance-punk band The Whip.
|
E1218130
|
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: Stuart "Stu" Walker | Statement: [The Whip, hasFormerMember, Stuart "Stu" Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart "Stu" Walker Context triple: [The Whip, hasFormerMember, Stuart "Stu" Walker]
-
A.
Danny Walker
Danny Walker is a fictional World War II fighter pilot and one of the central protagonists in the 2001 war film "Pearl Harbor."
-
B.
Stuart Maynard
Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
-
C.
Sam Watters
Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
-
D.
Dan Starkey
Dan Starkey is a British actor best known for his recurring role as the Sontaran Strax and other Sontaran characters in the long-running science fiction series Doctor Who.
-
E.
Stuart Wilson
Stuart Wilson is a British actor known for his work in film, television, and theatre, often appearing in dramatic and period roles.
- 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: Stuart "Stu" Walker Triple: [The Whip, hasFormerMember, Stuart "Stu" Walker]
Generated description
Stuart "Stu" Walker is a musician best known as a former member of the British dance-punk band The Whip.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart "Stu" Walker Target entity description: Stuart "Stu" Walker is a musician best known as a former member of the British dance-punk band The Whip.
-
A.
Danny Walker
Danny Walker is a fictional World War II fighter pilot and one of the central protagonists in the 2001 war film "Pearl Harbor."
-
B.
Stuart Maynard
Stuart Maynard is an English football manager best known for managing Notts County F.C. in the lower tiers of the English football league system.
-
C.
Sam Watters
Sam Watters is an American songwriter and record producer best known as a member of the 1990s R&B group Color Me Badd and for writing and producing hits for artists like Jessica Simpson, Kelly Clarkson, and Anastacia.
-
D.
Dan Starkey
Dan Starkey is a British actor best known for his recurring role as the Sontaran Strax and other Sontaran characters in the long-running science fiction series Doctor Who.
-
E.
Stuart Wilson
Stuart Wilson is a British actor known for his work in film, television, and theatre, often appearing in dramatic and period roles.
- 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_69d883838abc8190bc79cb2d41733ce2 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32ed4b8a08190b5f179fc583001a6 |
completed | April 18, 2026, 7:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00608d36dc8190a094fa4513147c85 |
completed | May 10, 2026, 10:40 a.m. |
| NEDg | Description generation | batch_6a0061a6e1e88190a5efe0430db0bd9b |
completed | May 10, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00627908988190803707069872e4c5 |
completed | May 10, 2026, 10:48 a.m. |
Created at: April 10, 2026, 5:14 a.m.