Triple

T289930

Position	Surface form	Disambiguated ID	Type / Status
Subject	Haileybury, Hertfordshire, England	`E5966`	entity
Predicate	nearRoad	`P350`	FINISHED
Object	A10 road The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.	`E38061`	NE FINISHED

How this triple was built (5 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: A10 road | Statement: [Haileybury, Hertfordshire, England, nearRoad, A10 road]

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

Target entity: A10 road
Context triple: [Haileybury, Hertfordshire, England, nearRoad, A10 road]

A. A12 road
The A12 road is a major trunk route in eastern England that connects London with coastal towns in Essex and Suffolk before continuing toward Norfolk.
B. A1 road
The A1 road is a major north–south trunk route in England that forms part of the historic Great North Road, linking London with Edinburgh via numerous towns and junctions.
C. A151 road
The A151 road is a regional route in eastern England that connects several towns and villages in Lincolnshire, providing an important east–west link between the A1 and the Fens.
D. A30 road
The A30 road is a major trunk route in southern England that runs from London through counties including Surrey toward the southwest.
E. A25 road
The A25 road is an important east–west route in South East England that runs through Surrey and connects several towns between Guildford and Sevenoaks.
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: A10 road
Triple: [Haileybury, Hertfordshire, England, nearRoad, A10 road]

Generated description

The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.

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

Target entity: A10 road
Target entity description: The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.

A. A12 road
The A12 road is a major trunk route in eastern England that connects London with coastal towns in Essex and Suffolk before continuing toward Norfolk.
B. A1 road
The A1 road is a major north–south trunk route in England that forms part of the historic Great North Road, linking London with Edinburgh via numerous towns and junctions.
C. A151 road
The A151 road is a regional route in eastern England that connects several towns and villages in Lincolnshire, providing an important east–west link between the A1 and the Fens.
D. A30 road
The A30 road is a major trunk route in southern England that runs from London through counties including Surrey toward the southwest.
E. A25 road
The A25 road is an important east–west route in South East England that runs through Surrey and connects several towns between Guildford and Sevenoaks.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: nearRoad
Context triple: [Haileybury, Hertfordshire, England, nearRoad, A10 road]

A. nearbyCurrent
Indicates that one entity is located close to another entity at the present moment or in the current context.
B. near chosen
Indicates that one entity is located at a short distance from another entity in space or position.
C. transportationNearby
Indicates that there is a transportation facility or service located close to the referenced entity.
D. hasNearbyFacility
Indicates that one entity is located close to or in the vicinity of a particular facility.
E. nearbyFeature
Indicates that one entity is located close to or in the immediate vicinity of another entity.
F. None of above.

Provenance (6 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_69a25946a7ac8190a78871c210213272`	completed	Feb. 28, 2026, 2:56 a.m.
NER	Named-entity recognition	`batch_69a25e4df5508190ab75115ac6b3964e`	completed	Feb. 28, 2026, 3:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a3a5d16298819094d742e34ec86f97`	completed	March 1, 2026, 2:34 a.m.
NEDg	Description generation	`batch_69a3a62b6d7c8190b94bbfc29123a7d7`	completed	March 1, 2026, 2:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69a3a6c1be708190bec3ceb2ab31a8af`	completed	March 1, 2026, 2:38 a.m.
PD	Predicate disambiguation	`batch_69a25b7d089081909810442c3d0182f6`	completed	Feb. 28, 2026, 3:05 a.m.

Created at: Feb. 28, 2026, 3:02 a.m.