Triple

T1434927

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cambridge South railway station	`E30538`	entity
Predicate	fundedBy	`P67`	FINISHED
Object	Greater Cambridge Partnership The Greater Cambridge Partnership is a local public-sector collaboration focused on delivering major transport, housing, and infrastructure improvements to support sustainable growth in the Greater Cambridge area.	`E163506`	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: Greater Cambridge Partnership | Statement: [Cambridge South railway station, fundedBy, Greater Cambridge Partnership]

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

Target entity: Greater Cambridge Partnership
Context triple: [Cambridge South railway station, fundedBy, Greater Cambridge Partnership]

A. Cambridge Service Alliance
Cambridge Service Alliance is a University of Cambridge research and practice partnership focused on advancing service innovation, design, and management across industries.
B. Cambridge City Council
Cambridge City Council is the local authority responsible for providing municipal services and administering local governance for the city of Cambridge in England.
C. Cambridgeshire and Peterborough Combined Authority
Cambridgeshire and Peterborough Combined Authority is a strategic regional governance body in England responsible for coordinating economic development, transport, housing, and other devolved powers across the Cambridgeshire and Peterborough area, led by a directly elected mayor.
D. City of Cambridge government
The City of Cambridge government is the municipal authority responsible for administering public services, local policies, and regulations for Cambridge, Massachusetts.
E. Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
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: Greater Cambridge Partnership
Triple: [Cambridge South railway station, fundedBy, Greater Cambridge Partnership]

Generated description

The Greater Cambridge Partnership is a local public-sector collaboration focused on delivering major transport, housing, and infrastructure improvements to support sustainable growth in the Greater Cambridge area.

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

Target entity: Greater Cambridge Partnership
Target entity description: The Greater Cambridge Partnership is a local public-sector collaboration focused on delivering major transport, housing, and infrastructure improvements to support sustainable growth in the Greater Cambridge area.

A. Cambridge Service Alliance
Cambridge Service Alliance is a University of Cambridge research and practice partnership focused on advancing service innovation, design, and management across industries.
B. Cambridge City Council
Cambridge City Council is the local authority responsible for providing municipal services and administering local governance for the city of Cambridge in England.
C. Cambridgeshire and Peterborough Combined Authority
Cambridgeshire and Peterborough Combined Authority is a strategic regional governance body in England responsible for coordinating economic development, transport, housing, and other devolved powers across the Cambridgeshire and Peterborough area, led by a directly elected mayor.
D. City of Cambridge government
The City of Cambridge government is the municipal authority responsible for administering public services, local policies, and regulations for Cambridge, Massachusetts.
E. Cambridgeshire County Council
Cambridgeshire County Council is the upper-tier local authority responsible for county-wide services such as education, transport, and social care across Cambridgeshire, England.
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_69a498fc69ec8190b61722bd4b67c4d2`	completed	March 1, 2026, 7:52 p.m.
NER	Named-entity recognition	`batch_69a4c500a9888190a16fbb1ec97a79c9`	completed	March 1, 2026, 11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad017084908190a81a784ae4a53c21`	completed	March 8, 2026, 4:56 a.m.
NEDg	Description generation	`batch_69ad0259651c8190890e45c1786a9a50`	completed	March 8, 2026, 5 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad03018aa4819090020ba89a11d0cd`	completed	March 8, 2026, 5:02 a.m.

Created at: March 1, 2026, 8 p.m.