Triple
T5147691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Squirtgun |
E116113
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Matt Hart (guitarist)
Matt Hart is an American guitarist best known for his work with the punk rock band Squirtgun.
|
E497466
|
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 Hart (guitarist) | Statement: [Squirtgun, hasMember, Matt Hart (guitarist)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Hart (guitarist) Context triple: [Squirtgun, hasMember, Matt Hart (guitarist)]
-
A.
Matt "Guitar" Murphy
Matt "Guitar" Murphy was an American blues guitarist renowned for his work with legends like Howlin’ Wolf and Memphis Slim and for his prominent role in The Blues Brothers.
-
B.
Jimmy Herring
Jimmy Herring is an American rock and jazz fusion guitarist best known for his virtuosic work with bands like Widespread Panic, Aquarium Rescue Unit, and various jam-rock supergroups.
-
C.
John Hoffman
John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
-
D.
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.
-
E.
Chris Shiflett
Chris Shiflett is an American guitarist best known as a longtime member of the rock band Foo Fighters and for his work in various punk and alt-country projects.
- 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 Hart (guitarist) Triple: [Squirtgun, hasMember, Matt Hart (guitarist)]
Generated description
Matt Hart is an American guitarist best known for his work with the punk rock band Squirtgun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Hart (guitarist) Target entity description: Matt Hart is an American guitarist best known for his work with the punk rock band Squirtgun.
-
A.
Matt "Guitar" Murphy
Matt "Guitar" Murphy was an American blues guitarist renowned for his work with legends like Howlin’ Wolf and Memphis Slim and for his prominent role in The Blues Brothers.
-
B.
Jimmy Herring
Jimmy Herring is an American rock and jazz fusion guitarist best known for his virtuosic work with bands like Widespread Panic, Aquarium Rescue Unit, and various jam-rock supergroups.
-
C.
John Hoffman
John Hoffman is an American writer, producer, and director best known for co-creating the mystery-comedy television series "Only Murders in the Building."
-
D.
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.
-
E.
Chris Shiflett
Chris Shiflett is an American guitarist best known as a longtime member of the rock band Foo Fighters and for his work in various punk and alt-country projects.
- 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_69becffa6a2881908f4b1ef85bdcce30 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed09cf66481909f7aa65de3fce54d |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed136a790819083ec5b8ae923fa3e |
completed | March 21, 2026, 5:11 p.m. |
Created at: March 20, 2026, 1:43 p.m.