Triple

T8923347
Position Surface form Disambiguated ID Type / Status
Subject Great Allegheny Passage E212477 entity
Predicate notableNearbyCity P36605 FINISHED
Object Cumberland
Cumberland is a historic city in western Maryland known as a key transportation hub and gateway to the Appalachian Mountains and regional rail-trail networks.
E767693 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: Cumberland | Statement: [Great Allegheny Passage, notableNearbyCity, Cumberland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cumberland
Context triple: [Great Allegheny Passage, notableNearbyCity, Cumberland]
  • A. Cumberland
    Cumberland is a small town that forms part of the suburban communities within the Indianapolis metropolitan area in Indiana.
  • B. Cumberland
    Cumberland is a historic county in northwestern England, bordering Scotland and encompassing part of the Lake District.
  • C. Cumberland
    Cumberland is a suburban town in northeastern Rhode Island known for its residential communities, historic mill villages, and proximity to Providence.
  • D. Cumberland
    Cumberland is a Chicago Transit Authority rapid transit station on the Blue Line serving the city's Northwest Side and nearby suburbs.
  • E. Cumberland
    Cumberland is a small village and former coal-mining community in British Columbia, Canada, known for its rich labour history and proximity to outdoor recreation on Vancouver Island.
  • 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: Cumberland
Triple: [Great Allegheny Passage, notableNearbyCity, Cumberland]
Generated description
Cumberland is a historic city in western Maryland known as a key transportation hub and gateway to the Appalachian Mountains and regional rail-trail networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cumberland
Target entity description: Cumberland is a historic city in western Maryland known as a key transportation hub and gateway to the Appalachian Mountains and regional rail-trail networks.
  • A. Cumberland
    Cumberland is a historic county in northwestern England, bordering Scotland and encompassing part of the Lake District.
  • B. Cumberland
    Cumberland is a suburban town in northeastern Rhode Island known for its residential communities, historic mill villages, and proximity to Providence.
  • C. Cumberland
    Cumberland is a Chicago Transit Authority rapid transit station on the Blue Line serving the city's Northwest Side and nearby suburbs.
  • D. Cumberland
    Cumberland is a small town that forms part of the suburban communities within the Indianapolis metropolitan area in Indiana.
  • E. Cumberland
    Cumberland is a small village and former coal-mining community in British Columbia, Canada, known for its rich labour history and proximity to outdoor recreation on Vancouver Island.
  • 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_69ca839481d48190b42b037e0d0f636c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6652d63881908821c8735984322a completed April 1, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1d31f84819098c34c2589949c6e completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc3074b90819099048dcec7e201ad completed April 3, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69cfc350afc08190a17c61041d6d8193 completed April 3, 2026, 1:40 p.m.
Created at: March 30, 2026, 6:56 p.m.