Triple

T10139683
Position Surface form Disambiguated ID Type / Status
Subject County Donegal E226948 entity
Predicate containsSettlement P847 FINISHED
Object Milford
Milford is a small town in County Donegal, Ireland, known as a local service and residential center for the surrounding rural area.
 E844270 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: [County Donegal, containsSettlement, Milford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milford
Context triple: [County Donegal, containsSettlement, Milford]
  • A. Milford
    Milford is a village in Surrey, England, situated near the town of Godalming.
  • B. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • C. Milford
    Milford is a New Hampshire town in Hillsborough County known historically for its mill industry and its location along the Souhegan River.
  • D. Milford
    Milford is a small community located within Beaver County in the U.S. state of Utah.
  • 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: [County Donegal, containsSettlement, Milford]
Generated description
Milford is a small town in County Donegal, Ireland, known as a local service and residential center for the surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milford
Target entity description: Milford is a small town in County Donegal, Ireland, known as a local service and residential center for the surrounding rural area.
  • A. Milford
    Milford is a small town located within Otsego County in the central region of New York State.
  • B. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • C. Milford
    Milford is a small unincorporated community located in rural Lassen County in northeastern California.
  • D. Milford
    Milford is a small community located within Beaver County in the U.S. state of Utah.
  • E. Milford
    Milford is a coastal city in southern Connecticut known for its beaches and harbors along Long Island Sound.
  • 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_69ca8433ec308190b8b25a6fe359c34c completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cde8851844819092330e74561b7e34 completed April 2, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5f8cf7481908d0caca5a245cb64 completed April 5, 2026, 10:45 p.m.
NEDg Description generation batch_69d2e73fd6988190a338a9e49dc3671b completed April 5, 2026, 10:50 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c425b88190b20f1706fe3343f4 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:06 p.m.