Triple

T17278029
Position Surface form Disambiguated ID Type / Status
Subject Mollymook E419441 entity
Predicate locatedNear P294 FINISHED
Object Milton
Milton is a small historic town on the South Coast of New South Wales, Australia, known for its heritage streetscape, arts scene, and proximity to coastal destinations like Mollymook.
E1023833 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: Milton | Statement: [Mollymook, locatedNear, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton
Context triple: [Mollymook, locatedNear, Milton]
  • A. Milton
    Milton is the birth name of Bill Finger, the influential American comic book writer and uncredited co-creator of Batman.
  • B. Milton
    Milton is the given first name of American comedian and actor Lil Rel Howery, known for his roles in "Get Out" and the sitcom "Rel."
  • C. Milton
    Milton is the given first name of Milt Stegall, a record-setting former Canadian Football League wide receiver.
  • D. Milton
    Milton is a suburban village and residential area within the city of Stoke-on-Trent in Staffordshire, England.
  • E. Milton
    Milton is a village and civil parish just north of Cambridge in South Cambridgeshire, England, known for its proximity to the city and the nearby Cambridge Science Park.
  • 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: Milton
Triple: [Mollymook, locatedNear, Milton]
Generated description
Milton is a small historic town on the South Coast of New South Wales, Australia, known for its heritage streetscape, arts scene, and proximity to coastal destinations like Mollymook.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton
Target entity description: Milton is a small historic town on the South Coast of New South Wales, Australia, known for its heritage streetscape, arts scene, and proximity to coastal destinations like Mollymook.
  • A. Milton chosen
    Milton is a historic rural town in the City of Shoalhaven on the South Coast of New South Wales, Australia, known for its heritage architecture and artsy village atmosphere.
  • B. Milton
    Milton is an inner-city riverside suburb of Brisbane, Australia, known for its mix of residential, commercial, and entertainment precincts.
  • C. Milton
    Milton is a small settlement on the island of South Uist in Scotland’s Outer Hebrides.
  • D. Milton
    Milton is a small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
  • E. Milton
    Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
  • 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_69d886da626481908a14ce7830329a35 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e43327b048819095fbd93b2105533a completed April 19, 2026, 1:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179513ffc81908bac515823e88a1a completed May 11, 2026, 6:38 a.m.
NEDg Description generation batch_6a017c351e908190bcd7bb751dc7f949 completed May 11, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_6a017cad99688190aeaa388bf2d7d603 completed May 11, 2026, 6:52 a.m.
Created at: April 10, 2026, 5:40 a.m.