Triple

T18160496
Position Surface form Disambiguated ID Type / Status
Subject Livingston County, Illinois E434744 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Blackstone, Illinois
Blackstone, Illinois is a small unincorporated rural community located in Livingston County in the state of Illinois.
E1409478 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: Blackstone, Illinois | Statement: [Livingston County, Illinois, hasUnincorporatedCommunity, Blackstone, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackstone, Illinois
Context triple: [Livingston County, Illinois, hasUnincorporatedCommunity, Blackstone, Illinois]
  • A. LaPlace, Illinois
    LaPlace, Illinois is a small rural village located in Piatt County in central Illinois.
  • B. Williamsfield, Illinois
    Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
  • C. Roscoe, Illinois
    Roscoe, Illinois is a suburban village in Winnebago County known as a growing residential community within the greater Rockford region.
  • D. Pekin, Illinois
    Pekin, Illinois is a small city in central Illinois along the Illinois River, historically known for its manufacturing base and as the hometown of longtime U.S. Senator Everett Dirksen.
  • E. Elwood, Illinois
    Elwood, Illinois is a small village in northeastern Illinois known for its rural character and proximity to major transportation and logistics hubs.
  • 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: Blackstone, Illinois
Triple: [Livingston County, Illinois, hasUnincorporatedCommunity, Blackstone, Illinois]
Generated description
Blackstone, Illinois is a small unincorporated rural community located in Livingston County in the state of Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackstone, Illinois
Target entity description: Blackstone, Illinois is a small unincorporated rural community located in Livingston County in the state of Illinois.
  • A. LaPlace, Illinois
    LaPlace, Illinois is a small rural village located in Piatt County in central Illinois.
  • B. Williamsfield, Illinois
    Williamsfield, Illinois is a small rural village located in Knox County in the western part of the state.
  • C. Roscoe, Illinois
    Roscoe, Illinois is a suburban village in Winnebago County known as a growing residential community within the greater Rockford region.
  • D. Pekin, Illinois
    Pekin, Illinois is a small city in central Illinois along the Illinois River, historically known for its manufacturing base and as the hometown of longtime U.S. Senator Everett Dirksen.
  • E. Elwood, Illinois
    Elwood, Illinois is a small village in northeastern Illinois known for its rural character and proximity to major transportation and logistics hubs.
  • 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_69d8b90b7a188190b3fc7b8d4a6cd20a completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dec21e6081909070491f679c873c completed April 19, 2026, 1:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0815e456ec8190986280b85fc017c7 completed May 16, 2026, 6:59 a.m.
NEDg Description generation batch_6a081a539a7c819089d8a308102e7d20 completed May 16, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_6a081ab0e7208190b6020f9f9974084b completed May 16, 2026, 7:20 a.m.
Created at: April 10, 2026, 10:30 a.m.