Triple

T11854471
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County E281997 entity
Predicate containsSettlement P847 FINISHED
Object Florence, Illinois
Florence, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
E948989 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: Florence, Illinois | Statement: [Stephenson County, containsSettlement, Florence, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Florence, Illinois
Context triple: [Stephenson County, containsSettlement, Florence, Illinois]
  • A. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • B. Fulton, Illinois
    Fulton, Illinois is a small city in northwestern Illinois along the Mississippi River, known for its Dutch heritage and historic windmill.
  • C. Columbus, Illinois
    Columbus, Illinois is a small village located in Adams County in western Illinois, United States.
  • D. O'Fallon, Illinois
    O'Fallon, Illinois is a growing suburban city in southwestern Illinois known for its proximity to St. Louis and Scott Air Force Base.
  • E. St. Joseph, Illinois
    St. Joseph, Illinois is a small Midwestern village located in east-central Illinois, known for its close-knit community and proximity to the city of Champaign.
  • 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: Florence, Illinois
Triple: [Stephenson County, containsSettlement, Florence, Illinois]
Generated description
Florence, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Florence, Illinois
Target entity description: Florence, Illinois is a small unincorporated community located in Stephenson County in the northern part of the state.
  • A. Frankfort, Illinois
    Frankfort, Illinois is a suburban village in the Chicago metropolitan area known for its historic downtown and family-oriented community.
  • B. Fulton, Illinois
    Fulton, Illinois is a small city in northwestern Illinois along the Mississippi River, known for its Dutch heritage and historic windmill.
  • C. Columbus, Illinois
    Columbus, Illinois is a small village located in Adams County in western Illinois, United States.
  • D. O'Fallon, Illinois
    O'Fallon, Illinois is a growing suburban city in southwestern Illinois known for its proximity to St. Louis and Scott Air Force Base.
  • E. St. Joseph, Illinois
    St. Joseph, Illinois is a small Midwestern village located in east-central Illinois, known for its close-knit community and proximity to the city of Champaign.
  • 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a697f4108190af984932d2118472 completed April 10, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69f167c9d4e88190bfaadada0450e639 completed April 29, 2026, 2:07 a.m.
NEDg Description generation batch_69f17006e6108190b51b20ddf6d2368c completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17819af5c8190a98db3cd8eff8da2 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.