Triple

T14592583

Position	Surface form	Disambiguated ID	Type / Status
Subject	Royal Geographical Society	`E342479`	entity
Predicate	awardsTitle	`P2680`	FINISHED
Object	Chartered Geographer Chartered Geographer is a professional accreditation granted by the Royal Geographical Society to recognize individuals who apply geographical knowledge and skills to a high standard in their work.	`E1108928`	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: Chartered Geographer | Statement: [Royal Geographical Society, awardsTitle, Chartered Geographer]

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

Target entity: Chartered Geographer
Context triple: [Royal Geographical Society, awardsTitle, Chartered Geographer]

A. Chartered Scientist
Chartered Scientist is a professional designation in the United Kingdom that recognizes scientists who meet high standards of education, experience, and professional competence.
B. President of the Royal Geographical Society
The President of the Royal Geographical Society is the elected head of the United Kingdom’s leading learned society for geography, overseeing its activities in geographical research, exploration, and education.
C. Honorary Treasurer of the Royal Geographical Society
The Honorary Treasurer of the Royal Geographical Society is a senior officer responsible for overseeing the Society’s financial affairs and advising its governing council on fiscal matters.
D. council of the Royal Geographical Society
The council of the Royal Geographical Society is the governing body responsible for overseeing the Society’s strategic direction, policies, and activities in the field of geography and exploration.
E. Chartered Chemist
Chartered Chemist is a professional status in the United Kingdom that recognizes chemists who have achieved a high level of expertise, experience, and commitment to professional standards and continuing development.
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: Chartered Geographer
Triple: [Royal Geographical Society, awardsTitle, Chartered Geographer]

Generated description

Chartered Geographer is a professional accreditation granted by the Royal Geographical Society to recognize individuals who apply geographical knowledge and skills to a high standard in their work.

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

Target entity: Chartered Geographer
Target entity description: Chartered Geographer is a professional accreditation granted by the Royal Geographical Society to recognize individuals who apply geographical knowledge and skills to a high standard in their work.

A. Chartered Scientist
Chartered Scientist is a professional designation in the United Kingdom that recognizes scientists who meet high standards of education, experience, and professional competence.
B. President of the Royal Geographical Society
The President of the Royal Geographical Society is the elected head of the United Kingdom’s leading learned society for geography, overseeing its activities in geographical research, exploration, and education.
C. Honorary Treasurer of the Royal Geographical Society
The Honorary Treasurer of the Royal Geographical Society is a senior officer responsible for overseeing the Society’s financial affairs and advising its governing council on fiscal matters.
D. council of the Royal Geographical Society
The council of the Royal Geographical Society is the governing body responsible for overseeing the Society’s strategic direction, policies, and activities in the field of geography and exploration.
E. Chartered Chemist
Chartered Chemist is a professional status in the United Kingdom that recognizes chemists who have achieved a high level of expertise, experience, and commitment to professional standards and continuing development.
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_69d822ddc0f081909cd8163c7de298cd`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb43480d8819084a707e56da2c237`	completed	April 14, 2026, 9:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd94c60448819098cfab7dd292f0cd`	completed	May 8, 2026, 7:46 a.m.
NEDg	Description generation	`batch_69fd988f734481908ca4960a69fc2b2a`	completed	May 8, 2026, 8:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd9a30a73c8190877d5d0ada2e21ca`	completed	May 8, 2026, 8:09 a.m.

Created at: April 10, 2026, 1:24 a.m.