Triple

T13381667
Position Surface form Disambiguated ID Type / Status
Subject Kingsthorpe E319331 entity
Predicate hasPostTown P2711 FINISHED
Object NORTHAMPTON
Northampton is a large market town and the county town of Northamptonshire in the East Midlands of England, known historically for its shoe-making industry.
E1036849 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: NORTHAMPTON | Statement: [Kingsthorpe, hasPostTown, NORTHAMPTON]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NORTHAMPTON
Context triple: [Kingsthorpe, hasPostTown, NORTHAMPTON]
  • A. Northampton, Massachusetts
    Northampton, Massachusetts is a small New England city known for its vibrant arts scene, progressive politics, and home to Smith College.
  • B. Andover
    Andover is a town in Hampshire, England, known in part for its role as a major administrative and logistical center for the British Army.
  • C. Andover
    Andover is a town in northeastern Massachusetts known for its historic New England character, strong public schools, and institutions like Phillips Academy.
  • D. Andover
    Andover is a small rural town in northeastern Connecticut known for its lakes, forests, and residential character.
  • E. Easthampton, Massachusetts
    Easthampton, Massachusetts is a small former mill town turned arts-oriented city in western Massachusetts known for its revitalized downtown, creative community, and proximity to the Connecticut River and Mount Tom.
  • 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: NORTHAMPTON
Triple: [Kingsthorpe, hasPostTown, NORTHAMPTON]
Generated description
Northampton is a large market town and the county town of Northamptonshire in the East Midlands of England, known historically for its shoe-making industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NORTHAMPTON
Target entity description: Northampton is a large market town and the county town of Northamptonshire in the East Midlands of England, known historically for its shoe-making industry.
  • A. Northampton, Massachusetts
    Northampton, Massachusetts is a small New England city known for its vibrant arts scene, progressive politics, and home to Smith College.
  • B. Andover
    Andover is a town in Hampshire, England, known in part for its role as a major administrative and logistical center for the British Army.
  • C. Andover
    Andover is a town in northeastern Massachusetts known for its historic New England character, strong public schools, and institutions like Phillips Academy.
  • D. Andover
    Andover is a small rural town in northeastern Connecticut known for its lakes, forests, and residential character.
  • E. Easthampton, Massachusetts
    Easthampton, Massachusetts is a small former mill town turned arts-oriented city in western Massachusetts known for its revitalized downtown, creative community, and proximity to the Connecticut River and Mount Tom.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce694788190881d1feac5b75720 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268b09808190b4ffd1db72e1f1f1 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:33 p.m.