Triple

T916693

Position	Surface form	Disambiguated ID	Type / Status
Subject	Granta Park	`E19787`	entity
Predicate	developedBy	`P73`	FINISHED
Object	The Welding Institute The Welding Institute is a leading UK-based research and technology organization specializing in welding, joining, and engineering materials.	`E108395`	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: The Welding Institute | Statement: [Granta Park, developedBy, The Welding Institute]

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

Target entity: The Welding Institute
Context triple: [Granta Park, developedBy, The Welding Institute]

A. Institution of Mechanical Engineers
The Institution of Mechanical Engineers is a major British professional engineering institution that supports and represents mechanical engineers through accreditation, professional development, and industry standards worldwide.
B. Association for Iron & Steel Technology
The Association for Iron & Steel Technology is a professional organization dedicated to advancing the technical development, production, and application of iron and steel through education, networking, and industry collaboration.
C. Metal Industry Committee
The Metal Industry Committee is a technical committee within the IEEE Industry Applications Society that focuses on electrical and automation technologies used in metal production and processing industries.
D. Institution of Engineering and Technology
The Institution of Engineering and Technology (IET) is a major professional engineering institution and learned society based in the United Kingdom, known for its global membership, technical publications, and standards in engineering and technology.
E. The Minerals, Metals & Materials Society
The Minerals, Metals & Materials Society is a professional organization dedicated to advancing the science and engineering of minerals, metals, and materials through research, education, and technical exchange.
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: The Welding Institute
Triple: [Granta Park, developedBy, The Welding Institute]

Generated description

The Welding Institute is a leading UK-based research and technology organization specializing in welding, joining, and engineering materials.

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

Target entity: The Welding Institute
Target entity description: The Welding Institute is a leading UK-based research and technology organization specializing in welding, joining, and engineering materials.

A. Institution of Mechanical Engineers
The Institution of Mechanical Engineers is a major British professional engineering institution that supports and represents mechanical engineers through accreditation, professional development, and industry standards worldwide.
B. Association for Iron & Steel Technology
The Association for Iron & Steel Technology is a professional organization dedicated to advancing the technical development, production, and application of iron and steel through education, networking, and industry collaboration.
C. Metal Industry Committee
The Metal Industry Committee is a technical committee within the IEEE Industry Applications Society that focuses on electrical and automation technologies used in metal production and processing industries.
D. Institution of Engineering and Technology
The Institution of Engineering and Technology (IET) is a major professional engineering institution and learned society based in the United Kingdom, known for its global membership, technical publications, and standards in engineering and technology.
E. The Minerals, Metals & Materials Society
The Minerals, Metals & Materials Society is a professional organization dedicated to advancing the science and engineering of minerals, metals, and materials through research, education, and technical exchange.
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_69a4939f91a08190ba68c2c81eab90fe`	completed	March 1, 2026, 7:29 p.m.
NER	Named-entity recognition	`batch_69a4b2f8e26c81908b768d3e9e67689d`	completed	March 1, 2026, 9:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a7cf6062e48190ad7efca6da7d0445`	completed	March 4, 2026, 6:21 a.m.
NEDg	Description generation	`batch_69a7cfd126f48190bff81a9c2d3781f0`	completed	March 4, 2026, 6:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69a7d05886c081909e6453d766540720`	completed	March 4, 2026, 6:25 a.m.

Created at: March 1, 2026, 7:39 p.m.