Triple

T28927316

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cal Massey	`E733684`	entity
Predicate	creativeWork	`P18814`	FINISHED
Object	composition "Things Have Got to Change" "Things Have Got to Change" is a politically charged jazz composition by trumpeter and composer Cal Massey, reflecting the social activism and experimental spirit of late-1960s and early-1970s jazz.	`E1839617`	NE FINISHED

How this triple was built (2 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: composition "Things Have Got to Change" | Statement: [Cal Massey, creativeWork, composition "Things Have Got to Change"]

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: composition "Things Have Got to Change"
Triple: [Cal Massey, creativeWork, composition "Things Have Got to Change"]

Generated description

"Things Have Got to Change" is a politically charged jazz composition by trumpeter and composer Cal Massey, reflecting the social activism and experimental spirit of late-1960s and early-1970s jazz.

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_69f05b0b49b08190b8994b339c7980f6`	completed	April 28, 2026, 7 a.m.
NER	Named-entity recognition	`batch_69f65b4fee008190bc43ed7e719872db`	completed	May 2, 2026, 8:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a24d422a43c8190bc703998c64b1b3a`	completed	June 7, 2026, 2:14 a.m.
NEDg	Description generation	`batch_6a24d809531081909ae82eb3e968136e`	completed	June 7, 2026, 2:31 a.m.
NED2	Entity disambiguation (via description)	`batch_6a24dc337048819086938831cc584389`	completed	June 7, 2026, 2:49 a.m.

Created at: April 28, 2026, 8:24 a.m.