Triple

T7097880

Position	Surface form	Disambiguated ID	Type / Status
Subject	Birmingham Central Library	`E165376`	entity
Predicate	siteRedevelopedAs	`P13075`	FINISHED
Object	Paradise Birmingham development The Paradise Birmingham development is a major mixed-use regeneration project in central Birmingham, featuring new office, retail, leisure, and public spaces designed to transform a key part of the city centre.	`E641547`	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: Paradise Birmingham development | Statement: [Birmingham Central Library, siteRedevelopedAs, Paradise Birmingham development]

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

Target entity: Paradise Birmingham development
Context triple: [Birmingham Central Library, siteRedevelopedAs, Paradise Birmingham development]

A. Blatchford redevelopment project
The Blatchford redevelopment project is a large-scale, sustainable urban community being built on the former Edmonton City Centre Airport lands in Edmonton, Alberta.
B. Avalon mixed-use development
Avalon mixed-use development is a large, upscale live-work-play destination in Alpharetta, Georgia, featuring retail, dining, entertainment, office space, and residential units in a walkable, urban-style setting.
C. The Glen mixed-use development
The Glen mixed-use development is a large, master-planned residential, retail, and recreational district built on the former Glenview Naval Air Station site in Glenview, Illinois.
D. Breg riverside quarter
Breg riverside quarter is a historic waterfront district in Novo Mesto, Slovenia, known for its traditional architecture and picturesque views along the Krka River.
E. Olympia and York Developments
Olympia and York Developments was a major Canadian real estate development firm best known for building large-scale commercial complexes and once being one of the world’s largest property developers before its collapse in the early 1990s.
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: Paradise Birmingham development
Triple: [Birmingham Central Library, siteRedevelopedAs, Paradise Birmingham development]

Generated description

The Paradise Birmingham development is a major mixed-use regeneration project in central Birmingham, featuring new office, retail, leisure, and public spaces designed to transform a key part of the city centre.

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

Target entity: Paradise Birmingham development
Target entity description: The Paradise Birmingham development is a major mixed-use regeneration project in central Birmingham, featuring new office, retail, leisure, and public spaces designed to transform a key part of the city centre.

A. Blatchford redevelopment project
The Blatchford redevelopment project is a large-scale, sustainable urban community being built on the former Edmonton City Centre Airport lands in Edmonton, Alberta.
B. Avalon mixed-use development
Avalon mixed-use development is a large, upscale live-work-play destination in Alpharetta, Georgia, featuring retail, dining, entertainment, office space, and residential units in a walkable, urban-style setting.
C. The Glen mixed-use development
The Glen mixed-use development is a large, master-planned residential, retail, and recreational district built on the former Glenview Naval Air Station site in Glenview, Illinois.
D. Breg riverside quarter
Breg riverside quarter is a historic waterfront district in Novo Mesto, Slovenia, known for its traditional architecture and picturesque views along the Krka River.
E. Olympia and York Developments
Olympia and York Developments was a major Canadian real estate development firm best known for building large-scale commercial complexes and once being one of the world’s largest property developers before its collapse in the early 1990s.
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_69c6887fcddc8190a5d58908f6dee590`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e5561dd08190be6b784754a0c1bc`	completed	March 27, 2026, 8:15 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c79ca2be7c8190b5a8c6f2c64a0d8d`	completed	March 28, 2026, 9:17 a.m.
NEDg	Description generation	`batch_69c79d16d3408190a36ab53d5d202e15`	completed	March 28, 2026, 9:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69c79dc7d7d8819097e423ef70b03040`	completed	March 28, 2026, 9:22 a.m.

Created at: March 27, 2026, 2:42 p.m.