Triple
T5147670
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Squirtgun |
E116113
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Dan Lumley
Dan Lumley is a musician best known as a member of the punk rock band Squirtgun.
|
E525270
|
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: Dan Lumley | Statement: [Squirtgun, hasMember, Dan Lumley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Lumley Context triple: [Squirtgun, hasMember, Dan Lumley]
-
A.
Dan Talbot
Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
-
B.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
-
C.
Dan Janvey
Dan Janvey is an American film producer known for his work on acclaimed independent films, including the Academy Award–winning "Nomadland."
-
D.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
E.
Ian Meadows
Ian Meadows is an Australian actor and writer known for his work in television, film, and theatre.
- 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: Dan Lumley Triple: [Squirtgun, hasMember, Dan Lumley]
Generated description
Dan Lumley is a musician best known as a member of the punk rock band Squirtgun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Lumley Target entity description: Dan Lumley is a musician best known as a member of the punk rock band Squirtgun.
-
A.
Dan Talbot
Dan Talbot was an influential American film distributor and exhibitor known for championing foreign and independent cinema in the United States.
-
B.
Ian Crafford
Ian Crafford is a film editor best known for his work on the James Bond movie "Never Say Never Again."
-
C.
Dan Janvey
Dan Janvey is an American film producer known for his work on acclaimed independent films, including the Academy Award–winning "Nomadland."
-
D.
Stephen Langridge
Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
-
E.
Ian Meadows
Ian Meadows is an Australian actor and writer known for his work in television, film, and theatre.
- 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78b17028819080568715df8c13eb |
completed | March 20, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf88de71b481908ac7b13a3d1538db |
completed | March 22, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_69bf89fd92e08190b408405727cf6a2a |
completed | March 22, 2026, 6:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8a5aaf888190a77bca9f7d3f63fd |
completed | March 22, 2026, 6:21 a.m. |
Created at: March 20, 2026, 1:43 p.m.