Triple

T7848480
Position Surface form Disambiguated ID Type / Status
Subject Dedham, Essex, England E181980 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Flatford
Flatford is a small hamlet on the River Stour in Suffolk, England, famed as the setting for many of John Constable’s most celebrated landscape paintings.
 E324515 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: Flatford | Statement: [Dedham, Essex, England, hasNearbySettlement, Flatford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Flatford
Context triple: [Dedham, Essex, England, hasNearbySettlement, Flatford]
  • A. Flatford
    Flatford is a small hamlet in Suffolk, England, best known for its picturesque countryside scenes immortalized in the paintings of John Constable.
  • B. Yalding
    Yalding is a historic rural village in Kent, England, known for its traditional architecture and location near the confluence of several rivers.
  • C. Paddock Wood
    Paddock Wood is a small town in Kent, England, known for its agricultural history and role as a local transport and commercial hub.
  • D. Hildenborough
    Hildenborough is a village in Kent, England, situated near Tonbridge and known for its commuter links to London and surrounding towns.
  • E. Wivenhoe
    Wivenhoe is a riverside town in Essex, England, known for its historic maritime character, artistic community, and proximity to the University of Essex.
  • 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: Flatford
Triple: [Dedham, Essex, England, hasNearbySettlement, Flatford]
Generated description
Flatford is a small hamlet on the River Stour in Suffolk, England, famed as the setting for many of John Constable’s most celebrated landscape paintings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Flatford
Target entity description: Flatford is a small hamlet on the River Stour in Suffolk, England, famed as the setting for many of John Constable’s most celebrated landscape paintings.
  • A. Flatford chosen
    Flatford is a small hamlet in Suffolk, England, best known for its picturesque countryside scenes immortalized in the paintings of John Constable.
  • B. Yalding
    Yalding is a historic rural village in Kent, England, known for its traditional architecture and location near the confluence of several rivers.
  • C. Paddock Wood
    Paddock Wood is a small town in Kent, England, known for its agricultural history and role as a local transport and commercial hub.
  • D. Hildenborough
    Hildenborough is a village in Kent, England, situated near Tonbridge and known for its commuter links to London and surrounding towns.
  • E. Wivenhoe
    Wivenhoe is a riverside town in Essex, England, known for its historic maritime character, artistic community, and proximity to the University of Essex.
  • F. None of above.

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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb18e7f5988190808ae4dcfbc06991 completed March 31, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5afbb02481909008eb295c4825c1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:50 p.m.