Triple

T13783930
Position Surface form Disambiguated ID Type / Status
Subject Penobscot Valley E331204 entity
Predicate hasTown P847 FINISHED
Object Milford
Milford is a small town located in Maine’s Penobscot Valley region, known for its rural character and proximity to the Penobscot River.
 E1061718 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: [Penobscot Valley, hasTown, Milford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Milford
Context triple: [Penobscot Valley, hasTown, 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: [Penobscot Valley, hasTown, Milford]
Generated description
Milford is a small town located in Maine’s Penobscot Valley region, known for its rural character and proximity to the Penobscot River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Milford
Target entity description: Milford is a small town located in Maine’s Penobscot Valley region, known for its rural character and proximity to the Penobscot River.
  • A. Milford
    Milford is a town in central Massachusetts known for its historic granite quarries and suburban residential character.
  • B. Milford
    Milford is a small town located within Otsego County in the central region of New York State.
  • 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 town in County Donegal, Ireland, known as a local service and residential center for the surrounding rural area.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0247ccc881908dad7b547221f15d completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07b0b2881909b316e3cc67f1ec1 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b138158c8190957d43d529c37fa4 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b1e0ab948190a046a68aa5e029a6 completed May 3, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:11 p.m.