Triple
T7943472
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arctic Monkeys |
E184443
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Matt Helders
Matt Helders is an English drummer and founding member of the rock band Arctic Monkeys, known for his energetic playing style and backing vocals.
|
E699481
|
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: Matt Helders | Statement: [Arctic Monkeys, hasMember, Matt Helders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Helders Context triple: [Arctic Monkeys, hasMember, Matt Helders]
-
A.
Guy Berryman
Guy Berryman is a Scottish-born musician best known as the bassist of the British rock band Coldplay.
-
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.
Jerry Finn
Jerry Finn was an influential American record producer and engineer best known for shaping the polished pop-punk sound of bands like Blink-182, Green Day, and AFI.
-
D.
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.
-
E.
Deryck Whibley
Deryck Whibley is a Canadian musician best known as the lead vocalist and guitarist of the rock band Sum 41.
- 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: Matt Helders Triple: [Arctic Monkeys, hasMember, Matt Helders]
Generated description
Matt Helders is an English drummer and founding member of the rock band Arctic Monkeys, known for his energetic playing style and backing vocals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Helders Target entity description: Matt Helders is an English drummer and founding member of the rock band Arctic Monkeys, known for his energetic playing style and backing vocals.
-
A.
Guy Berryman
Guy Berryman is a Scottish-born musician best known as the bassist of the British rock band Coldplay.
-
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.
Jerry Finn
Jerry Finn was an influential American record producer and engineer best known for shaping the polished pop-punk sound of bands like Blink-182, Green Day, and AFI.
-
D.
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.
-
E.
Deryck Whibley
Deryck Whibley is a Canadian musician best known as the lead vocalist and guitarist of the rock band Sum 41.
- 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_69ca8291c2008190b1b8832c87814bcf |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0d31548190af54a2f3bbb8cad3 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c175bd88190bdc0303bc0df90d8 |
completed | March 31, 2026, 5:31 a.m. |
| NEDg | Description generation | batch_69cb7635a0e48190ae8c3f6993df3ad2 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb663d3a48190bc62f7a04bc6a1bb |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:09 p.m.