Triple

T21290385
Position Surface form Disambiguated ID Type / Status
Subject Christian County, Missouri E524770 entity
Predicate hasCommunity P2605 FINISHED
Object Billings, Missouri
Billings, Missouri is a small city in southwestern Missouri that is part of the Springfield metropolitan area.
E1476550 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: Billings, Missouri | Statement: [Christian County, Missouri, hasCommunity, Billings, Missouri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billings, Missouri
Context triple: [Christian County, Missouri, hasCommunity, Billings, Missouri]
  • A. Bloomfield, Missouri
    Bloomfield, Missouri is a small historic city in southeastern Missouri that serves as the administrative and cultural center of Stoddard County.
  • B. Estill, Missouri
    Estill, Missouri is a small unincorporated community located in Howard County in the central part of the state.
  • C. Van Buren, Missouri
    Van Buren, Missouri is a small town in the Ozarks that serves as a popular gateway for outdoor recreation along the Current and Jacks Fork rivers.
  • D. Bellamy, Missouri
    Bellamy, Missouri is a small unincorporated community located in rural Vernon County in the western part of the state.
  • E. Osage City, Missouri
    Osage City, Missouri is a small unincorporated community in central Missouri located within Cole County near the Missouri River.
  • 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: Billings, Missouri
Triple: [Christian County, Missouri, hasCommunity, Billings, Missouri]
Generated description
Billings, Missouri is a small city in southwestern Missouri that is part of the Springfield metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billings, Missouri
Target entity description: Billings, Missouri is a small city in southwestern Missouri that is part of the Springfield metropolitan area.
  • A. Bloomfield, Missouri
    Bloomfield, Missouri is a small historic city in southeastern Missouri that serves as the administrative and cultural center of Stoddard County.
  • B. Estill, Missouri
    Estill, Missouri is a small unincorporated community located in Howard County in the central part of the state.
  • C. Van Buren, Missouri
    Van Buren, Missouri is a small town in the Ozarks that serves as a popular gateway for outdoor recreation along the Current and Jacks Fork rivers.
  • D. Bellamy, Missouri
    Bellamy, Missouri is a small unincorporated community located in rural Vernon County in the western part of the state.
  • E. Osage City, Missouri
    Osage City, Missouri is a small unincorporated community in central Missouri located within Cole County near the Missouri River.
  • 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_69e0b5171f6c8190a5d57201ede73811 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e736d9467881908ec5b1dec76e6f5d completed April 21, 2026, 8:35 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09980e17f0819087ae4fd3712fb584 completed May 17, 2026, 10:27 a.m.
NEDg Description generation batch_6a0998d6b37881908a1b09afc1f67746 completed May 17, 2026, 10:30 a.m.
NED2 Entity disambiguation (via description) batch_6a0999884e0481909b7ea54cd7ef87b5 completed May 17, 2026, 10:33 a.m.
Created at: April 16, 2026, 4:03 p.m.