Triple
T7305342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Human League |
E167959
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Martyn Ware
Martyn Ware is a British musician and record producer best known as a founding member of the pioneering synth-pop bands The Human League and Heaven 17.
|
E655403
|
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: Martyn Ware | Statement: [The Human League, formerMember, Martyn Ware]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Martyn Ware Context triple: [The Human League, formerMember, Martyn Ware]
-
A.
Martyn Atkins
Martyn Atkins is a British graphic designer and art director known for creating album covers and visual identities for prominent rock and alternative musicians.
-
B.
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.
-
C.
Tod Davies
Tod Davies is an American writer and producer best known for co-writing the screenplay for the film adaptation of Hunter S. Thompson’s "Fear and Loathing in Las Vegas."
-
D.
Sam Mills
Sam Mills was a standout undersized linebacker and team leader in the NFL, best known for his Pro Bowl play and inspirational presence with the New Orleans Saints and Carolina Panthers.
-
E.
Mick Ward
Mick Ward is a musician best known for his work with the band Kingfish.
- 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: Martyn Ware Triple: [The Human League, formerMember, Martyn Ware]
Generated description
Martyn Ware is a British musician and record producer best known as a founding member of the pioneering synth-pop bands The Human League and Heaven 17.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Martyn Ware Target entity description: Martyn Ware is a British musician and record producer best known as a founding member of the pioneering synth-pop bands The Human League and Heaven 17.
-
A.
Martyn Atkins
Martyn Atkins is a British graphic designer and art director known for creating album covers and visual identities for prominent rock and alternative musicians.
-
B.
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.
-
C.
Tod Davies
Tod Davies is an American writer and producer best known for co-writing the screenplay for the film adaptation of Hunter S. Thompson’s "Fear and Loathing in Las Vegas."
-
D.
Sam Mills
Sam Mills was a standout undersized linebacker and team leader in the NFL, best known for his Pro Bowl play and inspirational presence with the New Orleans Saints and Carolina Panthers.
-
E.
Mick Ward
Mick Ward is a musician best known for his work with the band Kingfish.
- 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_69c6888c820881909fc68f689fe1c251 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ebd61c0c8190abb1368c9dfb1550 |
completed | March 27, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e5603a288190a19d426905781cae |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e5ef420081908026576aaba34b11 |
completed | March 28, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e67d64748190a4b5765a06413fd6 |
completed | March 28, 2026, 2:32 p.m. |
Created at: March 27, 2026, 3:01 p.m.