Triple

T25752984

Position	Surface form	Disambiguated ID	Type / Status
Subject	GoGo Penguin	`E648513`	entity
Predicate	associatedWithLabelFounder	`P151885`	FINISHED
Object	Matthew Halsall Matthew Halsall is a British jazz trumpeter, composer, and bandleader known for his spiritual, atmospheric sound and for founding the Manchester-based label Gondwana Records.	`E1696915`	NE FINISHED

How this triple was built (3 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: Matthew Halsall | Statement: [GoGo Penguin, associatedWithLabelFounder, Matthew Halsall]

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: Matthew Halsall
Triple: [GoGo Penguin, associatedWithLabelFounder, Matthew Halsall]

Generated description

Matthew Halsall is a British jazz trumpeter, composer, and bandleader known for his spiritual, atmospheric sound and for founding the Manchester-based label Gondwana Records.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: associatedWithLabelFounder
Context triple: [GoGo Penguin, associatedWithLabelFounder, Matthew Halsall]

A. hasFounderRelationship
Indicates a relationship where one entity serves as the founder or co-founder of another entity.
B. associatedInstitutionFounder
Indicates that an entity is the founder or co-founder of a particular institution with which they are associated.
C. associatedWithLabel
Indicates that an entity is connected or related to a particular label or tag used to categorize or identify it.
D. founderAssociatedAct chosen
Indicates that an act, organization, or initiative is associated with the founder of the referenced entity, typically through creation, sponsorship, or significant involvement.
E. labelFounderCollaborator
Indicates that an entity is recognized as a collaborator who worked together with the founder in establishing or developing another entity.
F. None of above.

Provenance (6 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_69e7ab314d788190b3abe19e114080e1`	completed	April 21, 2026, 4:52 p.m.
NER	Named-entity recognition	`batch_69fdb31800508190beec15adb9bbd292`	completed	May 8, 2026, 9:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a10da081d7c8190b3cb849d0420dd1a`	completed	May 22, 2026, 10:34 p.m.
NEDg	Description generation	`batch_6a10dd8a06b881909f8a9ca5d7d77576`	completed	May 22, 2026, 10:49 p.m.
NED2	Entity disambiguation (via description)	`batch_6a10de47e1f0819082aae48923ded2c1`	completed	May 22, 2026, 10:52 p.m.
PD	Predicate disambiguation	`batch_69fdb19c381c8190bafb2f565da097f1`	completed	May 8, 2026, 9:49 a.m.

Created at: April 22, 2026, 4:37 a.m.