Triple

T14824679
Position Surface form Disambiguated ID Type / Status
Subject Milton railway station E348539 entity
Predicate nearbyPlace P2064 FINISHED
Object Milton commercial area
Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
E1122969 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 commercial area | Statement: [Milton railway station, nearbyPlace, Milton commercial area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milton commercial area
Context triple: [Milton railway station, nearbyPlace, Milton commercial area]
  • 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 Historic District
    The Milton Historic District is a preserved area in Milton, Florida, known for its collection of historic buildings and sites that reflect the town’s development from the 19th century onward.
  • C. Milton Historic District
    Milton Historic District is a nationally recognized historic area in the small town of Milton, North Carolina, noted for its well-preserved 19th-century architecture and significance in the region’s commercial and cultural history.
  • D. Milton Centre Historic District
    Milton Centre Historic District is a historically significant area in Milton, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and its role as the town’s traditional civic and commercial center.
  • E. East Milton neighborhood
    East Milton neighborhood is a residential and commercial area in Milton, Massachusetts, centered around the East Milton Square business district and known for its suburban character and local amenities.
  • 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 commercial area
Triple: [Milton railway station, nearbyPlace, Milton commercial area]
Generated description
Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milton commercial area
Target entity description: Milton commercial area is a local business and retail district that serves commuters and residents around Milton railway station.
  • 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 Historic District
    The Milton Historic District is a preserved area in Milton, Florida, known for its collection of historic buildings and sites that reflect the town’s development from the 19th century onward.
  • C. Milton Historic District
    Milton Historic District is a nationally recognized historic area in the small town of Milton, North Carolina, noted for its well-preserved 19th-century architecture and significance in the region’s commercial and cultural history.
  • D. Milton Centre Historic District
    Milton Centre Historic District is a historically significant area in Milton, Massachusetts, known for its well-preserved 18th- and 19th-century architecture and its role as the town’s traditional civic and commercial center.
  • E. East Milton neighborhood
    East Milton neighborhood is a residential and commercial area in Milton, Massachusetts, centered around the East Milton Square business district and known for its suburban character and local amenities.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69decfe7a8dc8190bcb5ecfa1cbf1601 completed April 14, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389d7c848190813be06bed7813d7 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe5bc7e6848190a243bcfccaea3a37 completed May 8, 2026, 9:55 p.m.
NED2 Entity disambiguation (via description) batch_69fe5c271c6c8190bb4127cdf8af6647 completed May 8, 2026, 9:56 p.m.
Created at: April 10, 2026, 1:51 a.m.