Triple

T10914171
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Pennsylvania E257776 entity
Predicate hasCity P316 FINISHED
Object Milford
Milford is a small historic borough in northeastern Pennsylvania known for its scenic Delaware River setting and preserved 19th-century architecture.
 E894268 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: [Northeastern Pennsylvania, hasCity, Milford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milford
Context triple: [Northeastern Pennsylvania, hasCity, Milford]
  • A. Milford
    Milford is a coastal city in southern Connecticut known for its beaches and harbors along Long Island Sound.
  • B. Milford
    Milford is a village in Surrey, England, situated near the town of Godalming.
  • C. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • D. Milford
    Milford is a New Hampshire town in Hillsborough County known historically for its mill industry and its location along the Souhegan River.
  • E. Milford
    Milford is a small community located within Beaver County in the U.S. state of Utah.
  • 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: [Northeastern Pennsylvania, hasCity, Milford]
Generated description
Milford is a small historic borough in northeastern Pennsylvania known for its scenic Delaware River setting and preserved 19th-century architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milford
Target entity description: Milford is a small historic borough in northeastern Pennsylvania known for its scenic Delaware River setting and preserved 19th-century architecture.
  • A. Milford
    Milford is a small city in southern Delaware known for its historic downtown and location along the Mispillion River.
  • B. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • C. Milford
    Milford is a coastal city in southern Connecticut known for its beaches and harbors along Long Island Sound.
  • D. Milford
    Milford is a small town located within Otsego County in the central region of New York State.
  • E. Milford
    Milford is a New Hampshire town in Hillsborough County known historically for its mill industry and its location along the Souhegan River.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77073d12881908ea59771b84bc804 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e216eb77dc81908c380f5fcd507275 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8952c881908a952de83754e049 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e2247fbd348190bb0d221923dac892 completed April 17, 2026, 12:16 p.m.
Created at: April 8, 2026, 9:22 p.m.