Triple

T7707298
Position Surface form Disambiguated ID Type / Status
Subject Mansfield, Texas E174651 entity
Predicate county P75 FINISHED
Object Johnson County
Johnson County is a county in north-central Texas that includes part of the Dallas–Fort Worth metropolitan area and encompasses cities such as Mansfield.
E683967 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: Johnson County | Statement: [Mansfield, Texas, county, Johnson County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnson County
Context triple: [Mansfield, Texas, county, Johnson County]
  • A. Johnson County
    Johnson County is a county in eastern Iowa that includes Iowa City, home to the University of Iowa and a major regional center for education and healthcare.
  • B. Johnson County, Kansas
    Johnson County, Kansas is a populous suburban county in the Kansas City metropolitan area known for its affluent communities, strong public schools, and robust local economy.
  • C. Shawnee County, Kansas
    Shawnee County, Kansas is a county in northeastern Kansas that includes the state capital, Topeka, as its county seat and largest city.
  • D. Douglas County
    Douglas County is a county in eastern Nebraska that includes the city of Omaha and serves as one of the state’s most populous and economically significant regions.
  • E. Douglas County
    Douglas County is a county in western Nevada known for encompassing part of the Lake Tahoe region and serving as a key residential and recreational area near Carson City and the California border.
  • 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: Johnson County
Triple: [Mansfield, Texas, county, Johnson County]
Generated description
Johnson County is a county in north-central Texas that includes part of the Dallas–Fort Worth metropolitan area and encompasses cities such as Mansfield.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnson County
Target entity description: Johnson County is a county in north-central Texas that includes part of the Dallas–Fort Worth metropolitan area and encompasses cities such as Mansfield.
  • A. Johnson County
    Johnson County is a county in eastern Iowa that includes Iowa City, home to the University of Iowa and a major regional center for education and healthcare.
  • B. Johnson County, Kansas
    Johnson County, Kansas is a populous suburban county in the Kansas City metropolitan area known for its affluent communities, strong public schools, and robust local economy.
  • C. Shawnee County, Kansas
    Shawnee County, Kansas is a county in northeastern Kansas that includes the state capital, Topeka, as its county seat and largest city.
  • D. Douglas County
    Douglas County is a county in western Nevada known for encompassing part of the Lake Tahoe region and serving as a key residential and recreational area near Carson City and the California border.
  • E. Douglas County
    Douglas County is a county in eastern Nebraska that includes the city of Omaha and serves as one of the state’s most populous and economically significant regions.
  • 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_69c6995b3e8c8190833108f883d5f53c completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702a93f288190a53bbe6620417528 completed March 27, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b505c7f88190ac058c1a27d758ca completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b5fbda848190b09172740371fd47 completed March 29, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69c8b675ddb0819085d79dbba560d08f completed March 29, 2026, 5:19 a.m.
Created at: March 27, 2026, 4:04 p.m.