Triple

T14592433
Position Surface form Disambiguated ID Type / Status
Subject Lockyer Valley Regional Council area E342475 entity
Predicate hasTown P847 FINISHED
Object Hatton Vale
Hatton Vale is a rural town in Queensland, Australia, situated in the Lockyer Valley between Brisbane and Toowoomba.
E1109426 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: Hatton Vale | Statement: [Lockyer Valley Regional Council area, hasTown, Hatton Vale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hatton Vale
Context triple: [Lockyer Valley Regional Council area, hasTown, Hatton Vale]
  • A. Hattonrigg
    Hattonrigg is a residential area forming part of the town of Bellshill in North Lanarkshire, Scotland.
  • B. Hatton
    Hatton is a town in Sri Lanka’s hill country known as a gateway to tea plantations and the pilgrimage site of Adam’s Peak.
  • C. Hatton
    Hatton is a small suburban area in West London, England, situated near Heathrow Airport and within the London Borough of Hounslow.
  • D. Hatton
    Hatton is a village and civil parish in South Derbyshire, England, known historically for its railway connections and local industry.
  • E. Hatton
    Hatton is an English surname historically associated with several notable figures in British political and social life.
  • 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: Hatton Vale
Triple: [Lockyer Valley Regional Council area, hasTown, Hatton Vale]
Generated description
Hatton Vale is a rural town in Queensland, Australia, situated in the Lockyer Valley between Brisbane and Toowoomba.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hatton Vale
Target entity description: Hatton Vale is a rural town in Queensland, Australia, situated in the Lockyer Valley between Brisbane and Toowoomba.
  • A. Hattonrigg
    Hattonrigg is a residential area forming part of the town of Bellshill in North Lanarkshire, Scotland.
  • B. Hatton
    Hatton is a village and civil parish in South Derbyshire, England, known historically for its railway connections and local industry.
  • C. Hatton
    Hatton is a town in Sri Lanka’s hill country known as a gateway to tea plantations and the pilgrimage site of Adam’s Peak.
  • D. Hatton
    Hatton is a small suburban area in West London, England, situated near Heathrow Airport and within the London Borough of Hounslow.
  • E. Hatton
    Hatton is an English surname historically associated with several notable figures in British political and social life.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43480d8819084a707e56da2c237 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda918542c819099646943be59dd04 completed May 8, 2026, 9:12 a.m.
NEDg Description generation batch_69fdaed912d4819088c4b96c56187044 completed May 8, 2026, 9:37 a.m.
NED2 Entity disambiguation (via description) batch_69fdaf8104588190b76ff363367b8f78 completed May 8, 2026, 9:40 a.m.
Created at: April 10, 2026, 1:24 a.m.