Triple

T13418367
Position Surface form Disambiguated ID Type / Status
Subject Shoalhaven region E313272 entity
Predicate hasTown P847 FINISHED
Object Milton
Milton is a historic rural town in the Shoalhaven region of New South Wales, Australia, known for its heritage architecture and proximity to coastal attractions.
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: [Shoalhaven region, hasTown, Milton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton
Context triple: [Shoalhaven region, hasTown, 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 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.
  • D. Milton
    Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
  • E. Milton
    Milton is a small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
  • 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: [Shoalhaven region, hasTown, Milton]
Generated description
Milton is a historic rural town in the Shoalhaven region of New South Wales, Australia, known for its heritage architecture and proximity to coastal attractions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton
Target entity description: Milton is a historic rural town in the Shoalhaven region of New South Wales, Australia, known for its heritage architecture and proximity to coastal attractions.
  • 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 a small rural service town in the Otago region of New Zealand, historically linked to the local forestry and farming industries.
  • C. Milton
    Milton is a rapidly growing town in Southern Ontario, Canada, located within the Greater Toronto Area and known for its suburban communities and proximity to major urban centers.
  • D. Milton
    Milton is a residential suburb located on Portsea Island in the city of Portsmouth, England.
  • E. Milton
    Milton is a suburban town in eastern Massachusetts, United States, located just south of Boston.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb8416c8190a00dde0917c26f51 completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73082a2548190aefc0f202b84165c completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:39 p.m.