Triple

T8365711
Position Surface form Disambiguated ID Type / Status
Subject Cumming E197120 entity
Predicate hasFacility P105 FINISHED
Object Cumming City Hall
Cumming City Hall is the primary municipal government building for the city of Cumming, Georgia, housing city offices and serving as a center for local administration and public services.
E728058 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: Cumming City Hall | Statement: [Cumming, hasFacility, Cumming City Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cumming City Hall
Context triple: [Cumming, hasFacility, Cumming City Hall]
  • A. Bonham City Hall
    Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
  • B. Burrell Building
    The Burrell Building is a historic commercial structure in downtown Little Falls, New York, noted for its architectural significance and role in the city’s late-19th-century development.
  • C. Elgin Town Hall
    Elgin Town Hall is a historic civic building and cultural venue in the center of Elgin, Scotland.
  • D. Hibernian Hall
    Hibernian Hall is a prominent 19th-century Greek Revival building in Charleston, South Carolina, historically used as a social and civic meeting hall.
  • E. Porteous Building
    The Porteous Building is the historic flagship facility of the Maine College of Art & Design in downtown Portland, Maine, housing its studios, classrooms, and galleries.
  • 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: Cumming City Hall
Triple: [Cumming, hasFacility, Cumming City Hall]
Generated description
Cumming City Hall is the primary municipal government building for the city of Cumming, Georgia, housing city offices and serving as a center for local administration and public services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cumming City Hall
Target entity description: Cumming City Hall is the primary municipal government building for the city of Cumming, Georgia, housing city offices and serving as a center for local administration and public services.
  • A. Bonham City Hall
    Bonham City Hall is the central municipal government building and administrative headquarters for the city of Bonham, Texas.
  • B. Burrell Building
    The Burrell Building is a historic commercial structure in downtown Little Falls, New York, noted for its architectural significance and role in the city’s late-19th-century development.
  • C. Elgin Town Hall
    Elgin Town Hall is a historic civic building and cultural venue in the center of Elgin, Scotland.
  • D. Hibernian Hall
    Hibernian Hall is a prominent 19th-century Greek Revival building in Charleston, South Carolina, historically used as a social and civic meeting hall.
  • E. Porteous Building
    The Porteous Building is the historic flagship facility of the Maine College of Art & Design in downtown Portland, Maine, housing its studios, classrooms, and galleries.
  • 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_69ca82f2dbe48190aba982e75a0d94de completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb808bc22481909ce2f8b48cc95806 completed March 31, 2026, 8:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc78497cc8190a88bb5934f31e1f7 completed April 2, 2026, 1:33 a.m.
NEDg Description generation batch_69cdcc88456c8190ba8613b4cbf40fbb completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd75714881908f0b069a94ee334f completed April 2, 2026, 1:59 a.m.
Created at: March 30, 2026, 6 p.m.