Triple

T2268369
Position Surface form Disambiguated ID Type / Status
Subject Cudham E50599 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Halstead, Kent
Halstead, Kent is a small rural village and civil parish in the Sevenoaks District of Kent, England, known for its countryside setting on the North Downs.
E249953 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: Halstead, Kent | Statement: [Cudham, hasNearbySettlement, Halstead, Kent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Halstead, Kent
Context triple: [Cudham, hasNearbySettlement, Halstead, Kent]
  • A. Lenham, Kent
    Lenham, Kent is a historic village and civil parish in the Ashford district of Kent, England, situated between Maidstone and Ashford on the southern edge of the North Downs.
  • B. Kingsley, Hampshire
    Kingsley, Hampshire is a small rural village and civil parish in East Hampshire, England, known for its countryside setting and traditional English village character.
  • C. Downe, Kent, England
    Downe, Kent, England is a rural village in southeast England best known as Charles Darwin’s long-term home and the place where he conducted many of his groundbreaking scientific experiments.
  • D. Speldhurst
    Speldhurst is a rural village and civil parish in Kent, England, known for its historic church, traditional pubs, and scenic countryside near Royal Tunbridge Wells.
  • E. Chatham, Kent
    Chatham, Kent is a historic town in southeast England, best known for its former Royal Navy dockyard and maritime heritage.
  • 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: Halstead, Kent
Triple: [Cudham, hasNearbySettlement, Halstead, Kent]
Generated description
Halstead, Kent is a small rural village and civil parish in the Sevenoaks District of Kent, England, known for its countryside setting on the North Downs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Halstead, Kent
Target entity description: Halstead, Kent is a small rural village and civil parish in the Sevenoaks District of Kent, England, known for its countryside setting on the North Downs.
  • A. Lenham, Kent
    Lenham, Kent is a historic village and civil parish in the Ashford district of Kent, England, situated between Maidstone and Ashford on the southern edge of the North Downs.
  • B. Kingsley, Hampshire
    Kingsley, Hampshire is a small rural village and civil parish in East Hampshire, England, known for its countryside setting and traditional English village character.
  • C. Downe, Kent, England
    Downe, Kent, England is a rural village in southeast England best known as Charles Darwin’s long-term home and the place where he conducted many of his groundbreaking scientific experiments.
  • D. Speldhurst
    Speldhurst is a rural village and civil parish in Kent, England, known for its historic church, traditional pubs, and scenic countryside near Royal Tunbridge Wells.
  • E. Chatham, Kent
    Chatham, Kent is a historic town in southeast England, best known for its former Royal Navy dockyard and maritime heritage.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1bbb49c8190822c7d809375e879 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71d70e488190a2f8276dd7a7bf9e completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae7470e3ac8190ac6e8f7cd10a4262 completed March 9, 2026, 7:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae751895808190aac33870d80aab55 completed March 9, 2026, 7:22 a.m.
Created at: March 4, 2026, 7:48 p.m.