Triple

T1478481
Position Surface form Disambiguated ID Type / Status
Subject Cumberland County, Maine E30896 entity
Predicate contains P35 FINISHED
Object Gorham, Maine
Gorham, Maine is a suburban town in southern Maine known for its residential communities, historic village center, and the presence of the University of Southern Maine’s Gorham campus.
E444585 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: Gorham, Maine | Statement: [Cumberland County, Maine, contains, Gorham, Maine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gorham, Maine
Context triple: [Cumberland County, Maine, contains, Gorham, Maine]
  • A. Lovell, Maine
    Lovell, Maine is a small rural town in Oxford County known for its scenic lakes and mountains in western Maine.
  • B. Howland, Maine
    Howland, Maine is a small rural town in Penobscot County known for its location along the Penobscot and Piscataquis Rivers and its outdoor recreation opportunities.
  • C. Garland, Maine
    Garland, Maine is a small rural town located in Penobscot County in central Maine, known for its quiet countryside and close-knit community.
  • D. Veazie, Maine
    Veazie, Maine is a small residential town in eastern Maine located along the Penobscot River near the city of Bangor.
  • E. Hallowell, Maine
    Hallowell, Maine is a small historic city on the Kennebec River known for its preserved 19th-century architecture, arts scene, and role in central Maine’s commercial and cultural life.
  • 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: Gorham, Maine
Triple: [Cumberland County, Maine, contains, Gorham, Maine]
Generated description
Gorham, Maine is a suburban town in southern Maine known for its residential communities, historic village center, and the presence of the University of Southern Maine’s Gorham campus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gorham, Maine
Target entity description: Gorham, Maine is a suburban town in southern Maine known for its residential communities, historic village center, and the presence of the University of Southern Maine’s Gorham campus.
  • A. Lovell, Maine
    Lovell, Maine is a small rural town in Oxford County known for its scenic lakes and mountains in western Maine.
  • B. Howland, Maine
    Howland, Maine is a small rural town in Penobscot County known for its location along the Penobscot and Piscataquis Rivers and its outdoor recreation opportunities.
  • C. Garland, Maine
    Garland, Maine is a small rural town located in Penobscot County in central Maine, known for its quiet countryside and close-knit community.
  • D. Veazie, Maine
    Veazie, Maine is a small residential town in eastern Maine located along the Penobscot River near the city of Bangor.
  • E. Hallowell, Maine
    Hallowell, Maine is a small historic city on the Kennebec River known for its preserved 19th-century architecture, arts scene, and role in central Maine’s commercial and cultural life.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c605d4c0819088ab06678b2ba6f3 completed March 1, 2026, 11:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b65ef41040819092943009497c2000 completed March 15, 2026, 7:25 a.m.
NEDg Description generation batch_69b6611845ac8190b83b0c864bb4911c completed March 15, 2026, 7:34 a.m.
NED2 Entity disambiguation (via description) batch_69b66180aad08190947988111132dddf completed March 15, 2026, 7:36 a.m.
Created at: March 1, 2026, 8:11 p.m.