Triple

T11854472
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County E281997 entity
Predicate containsSettlement P847 FINISHED
Object Loran, Illinois
Loran, Illinois is a small unincorporated community located in rural Stephenson County in the northern part of the state.
E951480 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: Loran, Illinois | Statement: [Stephenson County, containsSettlement, Loran, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loran, Illinois
Context triple: [Stephenson County, containsSettlement, Loran, Illinois]
  • A. Lanford, Illinois
    Lanford, Illinois is the fictional working-class Midwestern town that serves as the primary backdrop for the television sitcom "Roseanne."
  • B. Laona, Illinois
    Laona, Illinois is a small unincorporated community in Illinois, United States, known as the birthplace of social reformer and Hull House co-founder Ellen Gates Starr.
  • C. Loda, Illinois
    Loda, Illinois is a small rural village located in Ford County in central Illinois.
  • D. Leonore, Illinois
    Leonore, Illinois is a small village located in LaSalle County in north-central Illinois, United States.
  • E. Lacon, Illinois
    Lacon, Illinois is a small city in Marshall County that serves as the county seat and lies along the Illinois River within the broader Peoria metropolitan 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: Loran, Illinois
Triple: [Stephenson County, containsSettlement, Loran, Illinois]
Generated description
Loran, Illinois is a small unincorporated community located in rural Stephenson County in the northern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loran, Illinois
Target entity description: Loran, Illinois is a small unincorporated community located in rural Stephenson County in the northern part of the state.
  • A. Lanford, Illinois
    Lanford, Illinois is the fictional working-class Midwestern town that serves as the primary backdrop for the television sitcom "Roseanne."
  • B. Laona, Illinois
    Laona, Illinois is a small unincorporated community in Illinois, United States, known as the birthplace of social reformer and Hull House co-founder Ellen Gates Starr.
  • C. Loda, Illinois
    Loda, Illinois is a small rural village located in Ford County in central Illinois.
  • D. Leonore, Illinois
    Leonore, Illinois is a small village located in LaSalle County in north-central Illinois, United States.
  • E. Lacon, Illinois
    Lacon, Illinois is a small city in Marshall County that serves as the county seat and lies along the Illinois River within the broader Peoria metropolitan 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_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_69f281536c10819093dc1fd3203d41d8 completed April 29, 2026, 10:08 p.m.
NEDg Description generation batch_69f28a8e64ac8190ba7637fd00e024bd completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28d4e341c8190abc8febc3b26a617 completed April 29, 2026, 10:59 p.m.
Created at: April 8, 2026, 9:43 p.m.