Triple

T17690778
Position Surface form Disambiguated ID Type / Status
Subject Barling Magna E441019 entity
Predicate hasSettlement P1068 FINISHED
Object Barling
Barling is a small village and civil parish in Essex, England, known for its rural character and proximity to the North Sea coast.
 E1284572 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: Barling | Statement: [Barling Magna, hasSettlement, Barling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barling
Context triple: [Barling Magna, hasSettlement, Barling]
  • A. Marling
    Marling is an English surname historically associated with British nobility and public service.
  • B. Balinghem
    Balinghem is a commune in northern France best known as the site of the 1520 Field of the Cloth of Gold summit between Henry VIII of England and Francis I of France.
  • C. Rackerby
    Rackerby is a small unincorporated rural community in Northern California known for its forested surroundings and quiet, sparsely populated setting.
  • D. Umberleigh
    Umberleigh is a small rural village in North Devon, England, situated on the River Taw and served by a local railway station.
  • E. Rippingale
    Rippingale is a rural village and civil parish in the South Kesteven district of Lincolnshire, 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: Barling
Triple: [Barling Magna, hasSettlement, Barling]
Generated description
Barling is a small village and civil parish in Essex, England, known for its rural character and proximity to the North Sea coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barling
Target entity description: Barling is a small village and civil parish in Essex, England, known for its rural character and proximity to the North Sea coast.
  • A. Marling
    Marling is an English surname historically associated with British nobility and public service.
  • B. Balinghem
    Balinghem is a commune in northern France best known as the site of the 1520 Field of the Cloth of Gold summit between Henry VIII of England and Francis I of France.
  • C. Rackerby
    Rackerby is a small unincorporated rural community in Northern California known for its forested surroundings and quiet, sparsely populated setting.
  • D. Umberleigh
    Umberleigh is a small rural village in North Devon, England, situated on the River Taw and served by a local railway station.
  • E. Rippingale
    Rippingale is a rural village and civil parish in the South Kesteven district of Lincolnshire, 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4704b43a88190ba29654ca695839e completed April 19, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02301aab388190a6a44feb57468201 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a02344201fc8190acc1783878117cdd completed May 11, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_6a0234b09e688190af7c65fd89a2e4cd completed May 11, 2026, 7:57 p.m.
Created at: April 10, 2026, 10:03 a.m.