Triple

T16985033
Position Surface form Disambiguated ID Type / Status
Subject Knox County, Illinois E412040 entity
Predicate hasMunicipality P847 FINISHED
Object Chestnut, Illinois
Chestnut, Illinois is a small unincorporated community located in Knox County in the west-central region of the state.
E1246336 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: Chestnut, Illinois | Statement: [Knox County, Illinois, hasMunicipality, Chestnut, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chestnut, Illinois
Context triple: [Knox County, Illinois, hasMunicipality, Chestnut, Illinois]
  • A. Chadwick, Illinois
    Chadwick, Illinois is a small rural village in northwestern Illinois known for its agricultural surroundings and close-knit community.
  • B. Chester, Illinois
    Chester, Illinois is a small city along the Mississippi River in southwestern Illinois, best known as the hometown of Popeye creator Elzie Crisler Segar and for its associated Popeye-themed attractions.
  • C. Chatham, Illinois
    Chatham, Illinois is a suburban village near Springfield known for its family-friendly neighborhoods, good schools, and role as a residential community in central Illinois.
  • D. Keensburg, Illinois
    Keensburg, Illinois is a small village located in southeastern Illinois within Wabash County.
  • E. Paxton, Illinois
    Paxton, Illinois is a small city in central Illinois that serves as an administrative, commercial, and community hub for the surrounding rural region.
  • 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: Chestnut, Illinois
Triple: [Knox County, Illinois, hasMunicipality, Chestnut, Illinois]
Generated description
Chestnut, Illinois is a small unincorporated community located in Knox County in the west-central region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chestnut, Illinois
Target entity description: Chestnut, Illinois is a small unincorporated community located in Knox County in the west-central region of the state.
  • A. Chadwick, Illinois
    Chadwick, Illinois is a small rural village in northwestern Illinois known for its agricultural surroundings and close-knit community.
  • B. Chester, Illinois
    Chester, Illinois is a small city along the Mississippi River in southwestern Illinois, best known as the hometown of Popeye creator Elzie Crisler Segar and for its associated Popeye-themed attractions.
  • C. Chatham, Illinois
    Chatham, Illinois is a suburban village near Springfield known for its family-friendly neighborhoods, good schools, and role as a residential community in central Illinois.
  • D. Keensburg, Illinois
    Keensburg, Illinois is a small village located in southeastern Illinois within Wabash County.
  • E. Paxton, Illinois
    Paxton, Illinois is a small city in central Illinois that serves as an administrative, commercial, and community hub for the surrounding rural region.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d18af95c8190a25ef0614e1a17f3 completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b412dd48190862fde6d1656113d completed May 10, 2026, 11:56 p.m.
NEDg Description generation batch_6a011d109dbc819086b563e55babc714 completed May 11, 2026, 12:04 a.m.
NED2 Entity disambiguation (via description) batch_6a011d7568ec8190a2278dfa3ba29a63 completed May 11, 2026, 12:06 a.m.
Created at: April 10, 2026, 5:32 a.m.