Triple

T3375334

Position	Surface form	Disambiguated ID	Type / Status
Subject	Raymond Unwin	`E71052`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Town Planning Institute The Town Planning Institute is a professional body dedicated to advancing the practice, standards, and education of urban and regional planning.	`E353155`	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: Town Planning Institute | Statement: [Raymond Unwin, memberOf, Town Planning Institute]

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

Target entity: Town Planning Institute
Context triple: [Raymond Unwin, memberOf, Town Planning Institute]

A. Town and Country Planning Association
The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
B. Royal Institute of British Architects
The Royal Institute of British Architects is the United Kingdom’s professional body for architects, responsible for promoting excellence in architecture, setting standards, and supporting the architectural profession.
C. Ministry of Town and Country Planning
The Ministry of Town and Country Planning was a UK government department responsible for postwar land-use planning and the creation of new towns to manage urban growth and reconstruction.
D. National Buildings Organisation
The National Buildings Organisation is an Indian government agency responsible for collecting, analyzing, and disseminating data and statistics related to housing and building construction to support national urban development policies.
E. Manchester School of Architecture
Manchester School of Architecture is a leading UK architecture school in Manchester, jointly run by Manchester Metropolitan University and the University of Manchester, known for its innovative design education and strong professional links.
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: Town Planning Institute
Triple: [Raymond Unwin, memberOf, Town Planning Institute]

Generated description

The Town Planning Institute is a professional body dedicated to advancing the practice, standards, and education of urban and regional planning.

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

Target entity: Town Planning Institute
Target entity description: The Town Planning Institute is a professional body dedicated to advancing the practice, standards, and education of urban and regional planning.

A. Town and Country Planning Association
The Town and Country Planning Association is a UK-based planning and environmental charity that promotes sustainable, well-designed communities and land-use policies, historically rooted in the garden city movement.
B. Royal Institute of British Architects
The Royal Institute of British Architects is the United Kingdom’s professional body for architects, responsible for promoting excellence in architecture, setting standards, and supporting the architectural profession.
C. Ministry of Town and Country Planning
The Ministry of Town and Country Planning was a UK government department responsible for postwar land-use planning and the creation of new towns to manage urban growth and reconstruction.
D. National Buildings Organisation
The National Buildings Organisation is an Indian government agency responsible for collecting, analyzing, and disseminating data and statistics related to housing and building construction to support national urban development policies.
E. Manchester School of Architecture
Manchester School of Architecture is a leading UK architecture school in Manchester, jointly run by Manchester Metropolitan University and the University of Manchester, known for its innovative design education and strong professional links.
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_69ad85a7f80c8190a05e43013f298942`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb2e5fc6c81909ff582611751096d`	completed	March 8, 2026, 5:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b334465b50819080c6f23eaa6583be`	completed	March 12, 2026, 9:46 p.m.
NEDg	Description generation	`batch_69b337ff20fc8190ab838866f14a36d4`	completed	March 12, 2026, 10:02 p.m.
NED2	Entity disambiguation (via description)	`batch_69b338ce8fb48190a6983a72d4cc1b5d`	completed	March 12, 2026, 10:06 p.m.

Created at: March 8, 2026, 3:13 p.m.