Triple

T11212858
Position Surface form Disambiguated ID Type / Status
Subject SS postcode area E265350 entity
Predicate postTown P2711 FINISHED
Object BENFLEET
Benfleet is a town in Essex, England, situated near the Thames Estuary and forming part of the commuter belt for London.
 E912077 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: BENFLEET | Statement: [SS postcode area, postTown, BENFLEET]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BENFLEET
Context triple: [SS postcode area, postTown, BENFLEET]
  • A. Purfleet
    Purfleet is a town in Essex, England, historically significant as a military and industrial riverside settlement on the River Thames.
  • B. Spithead
    Spithead is a sheltered roadstead off the coast of Hampshire, England, historically used as an important anchorage and naval review area for the British Royal Navy.
  • C. Broughton Bay naval base
    Broughton Bay naval base was a former Soviet/Russian military installation located on Simushir Island in the Kuril Islands chain.
  • D. Fleet, Hampshire
    Fleet, Hampshire is a commuter town in northeast Hampshire, England, known for its proximity to London, good transport links, and surrounding heathland and woodland.
  • E. Codford
    Codford is a village and civil parish in Wiltshire, England, situated in the Wylye Valley and known for its rural character and historic links to nearby military camps.
  • 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: BENFLEET
Triple: [SS postcode area, postTown, BENFLEET]
Generated description
Benfleet is a town in Essex, England, situated near the Thames Estuary and forming part of the commuter belt for London.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BENFLEET
Target entity description: Benfleet is a town in Essex, England, situated near the Thames Estuary and forming part of the commuter belt for London.
  • A. Purfleet
    Purfleet is a town in Essex, England, historically significant as a military and industrial riverside settlement on the River Thames.
  • B. Spithead
    Spithead is a sheltered roadstead off the coast of Hampshire, England, historically used as an important anchorage and naval review area for the British Royal Navy.
  • C. Broughton Bay naval base
    Broughton Bay naval base was a former Soviet/Russian military installation located on Simushir Island in the Kuril Islands chain.
  • D. Fleet, Hampshire
    Fleet, Hampshire is a commuter town in northeast Hampshire, England, known for its proximity to London, good transport links, and surrounding heathland and woodland.
  • E. Codford
    Codford is a village and civil parish in Wiltshire, England, situated in the Wylye Valley and known for its rural character and historic links to nearby military camps.
  • 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_69d6aac59460819089b9848b27f57848 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8d7f47c8190b78c640ff1a01943 completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e497569efc8190b8e9cb6b1db3f94d completed April 19, 2026, 8:50 a.m.
NEDg Description generation batch_69e49c0a92b08190ac5debb7d67ca776 completed April 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69e49e8dc4ec81908d0defe77827d197 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:30 p.m.