Triple

T15964171

Position	Surface form	Disambiguated ID	Type / Status
Subject	John Clayton	`E387141`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Clayton-Hamilton Jazz Orchestra The Clayton-Hamilton Jazz Orchestra is a renowned Los Angeles–based big band co-led by bassist John Clayton, saxophonist Jeff Clayton, and drummer Jeff Hamilton, celebrated for its sophisticated arrangements and dynamic swing.	`E1187109`	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: Clayton-Hamilton Jazz Orchestra | Statement: [John Clayton, notableWork, Clayton-Hamilton Jazz Orchestra]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Clayton-Hamilton Jazz Orchestra
Context triple: [John Clayton, notableWork, Clayton-Hamilton Jazz Orchestra]

A. Manhattan School of Music Jazz Orchestra
The Manhattan School of Music Jazz Orchestra is a premier student jazz ensemble known for its professional-level performances, collaborations with renowned guest artists, and interpretations of classic and contemporary big band repertoire.
B. Uptown Jazz Orchestra
Uptown Jazz Orchestra is a New Orleans-based big band led by trombonist Delfeayo Marsalis, known for its vibrant performances that celebrate and modernize traditional jazz and swing.
C. Frost Jazz Orchestra
Frost Jazz Orchestra is a premier large jazz ensemble associated with the University of Miami’s Frost School of Music, known for its high-level performances and jazz education focus.
D. Oxford University Jazz Orchestra
Oxford University Jazz Orchestra is a student-run big band at the University of Oxford known for performing and promoting jazz through concerts, tours, and collaborations.
E. Lincoln Center Jazz Orchestra
The Lincoln Center Jazz Orchestra is a renowned New York–based big band led by Wynton Marsalis, celebrated for its performances, recordings, and educational work dedicated to the preservation and advancement of jazz.
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: Clayton-Hamilton Jazz Orchestra
Triple: [John Clayton, notableWork, Clayton-Hamilton Jazz Orchestra]

Generated description

The Clayton-Hamilton Jazz Orchestra is a renowned Los Angeles–based big band co-led by bassist John Clayton, saxophonist Jeff Clayton, and drummer Jeff Hamilton, celebrated for its sophisticated arrangements and dynamic swing.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Clayton-Hamilton Jazz Orchestra
Target entity description: The Clayton-Hamilton Jazz Orchestra is a renowned Los Angeles–based big band co-led by bassist John Clayton, saxophonist Jeff Clayton, and drummer Jeff Hamilton, celebrated for its sophisticated arrangements and dynamic swing.

A. Manhattan School of Music Jazz Orchestra
The Manhattan School of Music Jazz Orchestra is a premier student jazz ensemble known for its professional-level performances, collaborations with renowned guest artists, and interpretations of classic and contemporary big band repertoire.
B. Uptown Jazz Orchestra
Uptown Jazz Orchestra is a New Orleans-based big band led by trombonist Delfeayo Marsalis, known for its vibrant performances that celebrate and modernize traditional jazz and swing.
C. Frost Jazz Orchestra
Frost Jazz Orchestra is a premier large jazz ensemble associated with the University of Miami’s Frost School of Music, known for its high-level performances and jazz education focus.
D. Oxford University Jazz Orchestra
Oxford University Jazz Orchestra is a student-run big band at the University of Oxford known for performing and promoting jazz through concerts, tours, and collaborations.
E. Lincoln Center Jazz Orchestra
The Lincoln Center Jazz Orchestra is a renowned New York–based big band led by Wynton Marsalis, celebrated for its performances, recordings, and educational work dedicated to the preservation and advancement of jazz.
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_69d86da882448190a82ea962fe343b79`	completed	April 10, 2026, 3:25 a.m.
NER	Named-entity recognition	`batch_69e1572475948190af0e3b12de0f6cea`	completed	April 16, 2026, 9:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ffbe84f4888190b3fdb5f32763f78d`	completed	May 9, 2026, 11:08 p.m.
NEDg	Description generation	`batch_69ffbfcbe93c819097df2c4da159b352`	completed	May 9, 2026, 11:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69ffc09df25481908674f306b0f96f95`	completed	May 9, 2026, 11:17 p.m.

Created at: April 10, 2026, 4:53 a.m.