Triple

T21620785
Position Surface form Disambiguated ID Type / Status
Subject Milford station (select trains via New Haven Line connection) E533570 entity
Predicate city P40 FINISHED
Object Milford
Milford is a coastal city in New Haven County, Connecticut, known for its historic downtown, extensive shoreline along Long Island Sound, and role as a suburban community between New Haven and Bridgeport.
 E112061 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: Milford | Statement: [Milford station (select trains via New Haven Line connection), city, Milford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milford
Context triple: [Milford station (select trains via New Haven Line connection), city, Milford]
  • A. Milford
    Milford is a village in Surrey, England, situated near the town of Godalming.
  • B. Milford
    Milford is a small community located within Beaver County in the U.S. state of Utah.
  • C. Milford
    Milford is a small town located within Otsego County in the central region of New York State.
  • D. Milford
    Milford is a small city in southern Delaware known for its historic downtown and location along the Mispillion River.
  • E. Milford
    Milford is a small unincorporated community located in rural Lassen County in northeastern California.
  • 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: Milford
Triple: [Milford station (select trains via New Haven Line connection), city, Milford]
Generated description
Milford is a coastal city in New Haven County, Connecticut, known for its historic downtown, extensive shoreline along Long Island Sound, and role as a suburban community between New Haven and Bridgeport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milford
Target entity description: Milford is a coastal city in New Haven County, Connecticut, known for its historic downtown, extensive shoreline along Long Island Sound, and role as a suburban community between New Haven and Bridgeport.
  • A. Milford chosen
    Milford is a coastal city in southern Connecticut known for its beaches and harbors along Long Island Sound.
  • B. Milford
    Milford is a small city in southern Delaware known for its historic downtown and location along the Mispillion River.
  • C. Milford
    Milford is a small town located within Otsego County in the central region of New York State.
  • D. Milford
    Milford is a small town located in Maine’s Penobscot Valley region, known for its rural character and proximity to the Penobscot River.
  • E. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • 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_69e0c464fba881908d0ff2ac80511ce1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef3baeeae48190b78583b3bec8ee33 completed April 27, 2026, 10:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd4649ac8190bae1adba3110846b completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fe88fd24819097d222291bc63608 completed May 17, 2026, 5:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09ff257c548190a7304bfee02dcbaf completed May 17, 2026, 5:47 p.m.
Created at: April 16, 2026, 6:34 p.m.