Triple

T28647444

Position	Surface form	Disambiguated ID	Type / Status
Subject	Manchester School of economics	`E725100`	entity
Predicate	hasAlternativeName	`P39`	FINISHED
Object	Manchester liberal school Manchester liberal school refers to the 19th-century Manchester School of economics, a classical liberal movement advocating free trade, minimal government intervention, and laissez-faire policies.	`E1829085`	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: Manchester liberal school | Statement: [Manchester School of economics, hasAlternativeName, Manchester liberal school]

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: Manchester liberal school
Triple: [Manchester School of economics, hasAlternativeName, Manchester liberal school]

Generated description

Manchester liberal school refers to the 19th-century Manchester School of economics, a classical liberal movement advocating free trade, minimal government intervention, and laissez-faire policies.

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_69f01d8423888190bd2f4e52605bf261`	completed	April 28, 2026, 2:37 a.m.
NER	Named-entity recognition	`batch_69f652e20ae88190b13108325df8d668`	completed	May 2, 2026, 7:39 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a1cc387498c81908d6f49780515ddca`	completed	May 31, 2026, 11:25 p.m.
NEDg	Description generation	`batch_6a1cc42a1b08819092125b1f3d09f2ca`	completed	May 31, 2026, 11:28 p.m.
NED2	Entity disambiguation (via description)	`batch_6a1cc4e253288190bb4e761d17423cbf`	completed	May 31, 2026, 11:31 p.m.

Created at: April 28, 2026, 4:49 a.m.