Triple

T18710570
Position Surface form Disambiguated ID Type / Status
Subject Jerry Hickfang E457497 entity
Predicate residesIn P75 FINISHED
Object Milton, small industrial town (fictional)
Milton is a bleak, fictional small industrial town characterized by its drab atmosphere and working-class setting.
 E1338816 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, small industrial town (fictional) | Statement: [Jerry Hickfang, residesIn, Milton, small industrial town (fictional)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton, small industrial town (fictional)
Context triple: [Jerry Hickfang, residesIn, Milton, small industrial town (fictional)]
  • A. City of Milton
    The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
  • B. Fictional town of Mineral City
    The fictional town of Mineral City is the Western frontier community that serves as the backdrop for the adventures and moral tales in the classic television series "The Roy Rogers Show."
  • C. fictional town of Carvel
    The fictional town of Carvel is the quintessential small American community that serves as the wholesome backdrop for the coming-of-age stories in the Andy Hardy film series.
  • D. fictional town of Moordale
    The fictional town of Moordale is the primary backdrop of the British comedy-drama series "Sex Education," known for its quirky community and the high school where much of the show's coming-of-age story unfolds.
  • E. Milton commercial area
    Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
  • 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, small industrial town (fictional)
Triple: [Jerry Hickfang, residesIn, Milton, small industrial town (fictional)]
Generated description
Milton is a bleak, fictional small industrial town characterized by its drab atmosphere and working-class setting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton, small industrial town (fictional)
Target entity description: Milton is a bleak, fictional small industrial town characterized by its drab atmosphere and working-class setting.
  • A. City of Milton
    The City of Milton is a suburban municipality in north Fulton County, Georgia, known for its semi-rural character, equestrian estates, and historic communities such as Crabapple.
  • B. Fictional town of Mineral City
    The fictional town of Mineral City is the Western frontier community that serves as the backdrop for the adventures and moral tales in the classic television series "The Roy Rogers Show."
  • C. fictional town of Carvel
    The fictional town of Carvel is the quintessential small American community that serves as the wholesome backdrop for the coming-of-age stories in the Andy Hardy film series.
  • D. fictional town of Moordale
    The fictional town of Moordale is the primary backdrop of the British comedy-drama series "Sex Education," known for its quirky community and the high school where much of the show's coming-of-age story unfolds.
  • E. Milton commercial area
    Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
  • 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_69d8d392aad081909fe31aa03e6e97d1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5671b34508190b6180f7d6ad50a58 completed April 19, 2026, 11:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b3f247c8190922c4ce9f67301a0 completed May 14, 2026, 1:54 a.m.
NEDg Description generation batch_6a052c6373088190a81e53963dac9c6f completed May 14, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_6a052d6f1f8081908810e99dff28b586 completed May 14, 2026, 2:03 a.m.
Created at: April 10, 2026, 11:50 a.m.