Triple

T16212850
Position Surface form Disambiguated ID Type / Status
Subject Libby, Montana E393508 entity
Predicate hasEducationalInstitution P113 FINISHED
Object Libby High School
Libby High School is a public secondary school serving students in the small community of Libby in northwestern Montana.
 E1228523 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: Libby High School | Statement: [Libby, Montana, hasEducationalInstitution, Libby High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libby High School
Context triple: [Libby, Montana, hasEducationalInstitution, Libby High School]
  • A. Liberty High School
    Liberty High School is a public secondary school serving students in the Issaquah area of Washington State in the United States.
  • B. Liberty High School
    Liberty High School is a public secondary school in California that serves students in grades 9–12 as part of the Kern High School District.
  • C. Liberty Senior High School
    Liberty Senior High School is a public high school best known as the alma mater of former Major League Baseball pitcher and Cy Young Award winner Tim Lincecum.
  • D. Forest High School
    Forest High School is a secondary school located in Cinderford, Gloucestershire, England.
  • E. Hall High School
    Hall High School is a public secondary school serving students in the West Hartford, Connecticut area.
  • 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: Libby High School
Triple: [Libby, Montana, hasEducationalInstitution, Libby High School]
Generated description
Libby High School is a public secondary school serving students in the small community of Libby in northwestern Montana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Libby High School
Target entity description: Libby High School is a public secondary school serving students in the small community of Libby in northwestern Montana.
  • A. Liberty High School
    Liberty High School is a public secondary school serving students in the Issaquah area of Washington State in the United States.
  • B. Liberty High School
    Liberty High School is a public secondary school in California that serves students in grades 9–12 as part of the Kern High School District.
  • C. Liberty Senior High School
    Liberty Senior High School is a public high school best known as the alma mater of former Major League Baseball pitcher and Cy Young Award winner Tim Lincecum.
  • D. Forest High School
    Forest High School is a secondary school located in Cinderford, Gloucestershire, England.
  • E. Hall High School
    Hall High School is a public secondary school serving students in the West Hartford, Connecticut area.
  • 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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f2c1288190bfaed49c364bfa22 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a2156008190a079c9f1b721d40a completed May 10, 2026, 1:37 p.m.
NEDg Description generation batch_6a008e33240c81908b85e261bfe64ec7 completed May 10, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a008ea7f69881909f5425d2fcc15223 completed May 10, 2026, 1:56 p.m.
Created at: April 10, 2026, 5:03 a.m.