Triple

T11471651

Position	Surface form	Disambiguated ID	Type / Status
Subject	St Peter’s Collegiate Church, Wolverhampton	`E271921`	entity
Predicate	near	`P350`	FINISHED
Object	Wolverhampton city centre shopping area Wolverhampton city centre shopping area is the main commercial hub of Wolverhampton, featuring a mix of high-street retailers, shopping centres, and pedestrianised streets close to key historic landmarks.	`E927343`	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: Wolverhampton city centre shopping area | Statement: [St Peter’s Collegiate Church, Wolverhampton, near, Wolverhampton city centre shopping area]

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

Target entity: Wolverhampton city centre shopping area
Context triple: [St Peter’s Collegiate Church, Wolverhampton, near, Wolverhampton city centre shopping area]

A. Oxford city centre shopping area
Oxford city centre shopping area is the main commercial district of Oxford, England, featuring a mix of high-street shops, historic streets, and pedestrianized zones that attract both locals and tourists.
B. Birmingham city centre
Birmingham city centre is the main commercial, retail, and cultural hub of Birmingham, England, known for its shopping districts, business quarters, and major transport links.
C. Arndale Centre area
The Arndale Centre area is a major shopping and commercial district in central Manchester, England, known for its large indoor mall and surrounding retail streets.
D. Birmingham city centre markets
Birmingham city centre markets are a historic cluster of indoor and outdoor markets in central Birmingham, England, known for their diverse fresh produce, textiles, and multicultural street trading.
E. Leeds city centre retail area
The Leeds city centre retail area is the main commercial heart of Leeds, featuring a dense concentration of shops, markets, and shopping centres that make it one of the largest and busiest retail districts in the UK.
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: Wolverhampton city centre shopping area
Triple: [St Peter’s Collegiate Church, Wolverhampton, near, Wolverhampton city centre shopping area]

Generated description

Wolverhampton city centre shopping area is the main commercial hub of Wolverhampton, featuring a mix of high-street retailers, shopping centres, and pedestrianised streets close to key historic landmarks.

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

Target entity: Wolverhampton city centre shopping area
Target entity description: Wolverhampton city centre shopping area is the main commercial hub of Wolverhampton, featuring a mix of high-street retailers, shopping centres, and pedestrianised streets close to key historic landmarks.

A. Oxford city centre shopping area
Oxford city centre shopping area is the main commercial district of Oxford, England, featuring a mix of high-street shops, historic streets, and pedestrianized zones that attract both locals and tourists.
B. Birmingham city centre
Birmingham city centre is the main commercial, retail, and cultural hub of Birmingham, England, known for its shopping districts, business quarters, and major transport links.
C. Arndale Centre area
The Arndale Centre area is a major shopping and commercial district in central Manchester, England, known for its large indoor mall and surrounding retail streets.
D. Birmingham city centre markets
Birmingham city centre markets are a historic cluster of indoor and outdoor markets in central Birmingham, England, known for their diverse fresh produce, textiles, and multicultural street trading.
E. Leeds city centre retail area
The Leeds city centre retail area is the main commercial heart of Leeds, featuring a dense concentration of shops, markets, and shopping centres that make it one of the largest and busiest retail districts in the UK.
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_69d6aae0c8d881908a5a360c0be3242e`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d82949e3688190b024a4980666c94f`	completed	April 9, 2026, 10:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5e95a479c81909a330c9721bd3902`	completed	April 20, 2026, 8:52 a.m.
NEDg	Description generation	`batch_69e5f15a50b881908d0930021833ae74`	completed	April 20, 2026, 9:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5f88f16748190826a7fc5d27019d7`	completed	April 20, 2026, 9:57 a.m.

Created at: April 8, 2026, 9:35 p.m.