Triple

T15234179
Position Surface form Disambiguated ID Type / Status
Subject Lachlan Shire E364080 entity
Predicate hasLocality P7943 FINISHED
Object Fifield
Fifield is a small rural locality in the Lachlan Shire region of New South Wales, Australia, known for its agricultural surroundings and mineral resources.
 E1144318 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: Fifield | Statement: [Lachlan Shire, hasLocality, Fifield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fifield
Context triple: [Lachlan Shire, hasLocality, Fifield]
  • A. Fifield
    Fifield is a small village in the Royal Borough of Windsor and Maidenhead in Berkshire, England.
  • B. Fifield
    Fifield is a geologist and member of the exploration team in the science fiction film "Prometheus."
  • C. Feilding
    Feilding is a rural service town in New Zealand known for its agricultural industry, historic Edwardian architecture, and regular livestock markets.
  • D. Courtfield
    Courtfield is a residential district within the Royal Borough of Kensington and Chelsea in west London, known for its affluent character and proximity to central London amenities.
  • E. Byfield
    Byfield is a locality within the Shire of Keppel in Queensland, Australia, known for its coastal forests and proximity to national parkland.
  • 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: Fifield
Triple: [Lachlan Shire, hasLocality, Fifield]
Generated description
Fifield is a small rural locality in the Lachlan Shire region of New South Wales, Australia, known for its agricultural surroundings and mineral resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fifield
Target entity description: Fifield is a small rural locality in the Lachlan Shire region of New South Wales, Australia, known for its agricultural surroundings and mineral resources.
  • A. Fifield
    Fifield is a small village in the Royal Borough of Windsor and Maidenhead in Berkshire, England.
  • B. Fifield
    Fifield is a geologist and member of the exploration team in the science fiction film "Prometheus."
  • C. Feilding
    Feilding is a rural service town in New Zealand known for its agricultural industry, historic Edwardian architecture, and regular livestock markets.
  • D. Courtfield
    Courtfield is a residential district within the Royal Borough of Kensington and Chelsea in west London, known for its affluent character and proximity to central London amenities.
  • E. Byfield
    Byfield is a locality within the Shire of Keppel in Queensland, Australia, known for its coastal forests and proximity to national parkland.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007d7237081908dc17900ee66b64f completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd3dd5a081909a1a7fceda648c29 completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fede8eed2c8190adb45306a1ec0faa completed May 9, 2026, 7:13 a.m.
NED2 Entity disambiguation (via description) batch_69fedef546708190bdeedd2c61fdbc86 completed May 9, 2026, 7:15 a.m.
Created at: April 10, 2026, 3:12 a.m.