Triple

T13646260
Position Surface form Disambiguated ID Type / Status
Subject Milton E326108 entity
Predicate isDerivedFromToponym P9174 FINISHED
Object Milton (place name)
Milton (place name) is a common English toponym, typically meaning “mill town” or “settlement with a mill,” used for numerous towns and villages in English-speaking countries.
 E1053741 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 (place name) | Statement: [Milton, isDerivedFromToponym, Milton (place name)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milton (place name)
Context triple: [Milton, isDerivedFromToponym, Milton (place name)]
  • 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. Milton, Dorset, England
    Milton, Dorset, England is a historic rural village in the county of Dorset whose name was later adopted by the town of Milton in Massachusetts.
  • C. Town of Milton
    The Town of Milton is a municipality in Saratoga County, New York, known for its mix of suburban and rural communities near the village of Ballston Spa.
  • D. Town of Milton
    The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
  • E. Town of Milton
    The Town of Milton is a small historic municipality in northern Caswell County, North Carolina, near the Virginia border.
  • 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 (place name)
Triple: [Milton, isDerivedFromToponym, Milton (place name)]
Generated description
Milton (place name) is a common English toponym, typically meaning “mill town” or “settlement with a mill,” used for numerous towns and villages in English-speaking countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milton (place name)
Target entity description: Milton (place name) is a common English toponym, typically meaning “mill town” or “settlement with a mill,” used for numerous towns and villages in English-speaking countries.
  • 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. Milton, Dorset, England
    Milton, Dorset, England is a historic rural village in the county of Dorset whose name was later adopted by the town of Milton in Massachusetts.
  • C. Town of Milton
    The Town of Milton is a municipality in Saratoga County, New York, known for its mix of suburban and rural communities near the village of Ballston Spa.
  • D. Town of Milton
    The Town of Milton is a rapidly growing suburban community in southern Ontario, Canada, located within the Greater Toronto Area and known for its mix of residential neighborhoods, industrial areas, and access to major transportation routes.
  • E. Town of Milton
    The Town of Milton is a small historic municipality in northern Caswell County, North Carolina, near the Virginia border.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc6073e888190965456a639839749 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af948408190bca7f2e46863391e completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:51 p.m.