Triple

T22142483
Position Surface form Disambiguated ID Type / Status
Subject Liberty Hill, Texas E547197 entity
Predicate hasMiddleSchool P113 FINISHED
Object Liberty Hill Junior High School
Liberty Hill Junior High School is a public middle-level campus serving early adolescent students in the Liberty Hill Independent School District in Liberty Hill, Texas.
E1522420 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: Liberty Hill Junior High School | Statement: [Liberty Hill, Texas, hasMiddleSchool, Liberty Hill Junior High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liberty Hill Junior High School
Context triple: [Liberty Hill, Texas, hasMiddleSchool, Liberty Hill Junior High School]
  • A. Liberty Hill High School
    Liberty Hill High School is a public secondary school serving students in the Liberty Hill Independent School District in Liberty Hill, Texas.
  • B. Liberty Elementary School
    Liberty Elementary School is a public primary school serving early-grade students within the Nyack Union Free School District in New York.
  • C. Liberty Elementary School
    Liberty Elementary School is a public primary school serving young students in the town of Liberty, North Carolina.
  • D. Liberty Elementary School
    Liberty Elementary School is a public elementary school in Braintree, Massachusetts, serving young students in the Braintree Public Schools district.
  • E. Liberty Elementary School
    Liberty Elementary School is a public elementary school serving students in the Clovis Unified School District in California.
  • 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: Liberty Hill Junior High School
Triple: [Liberty Hill, Texas, hasMiddleSchool, Liberty Hill Junior High School]
Generated description
Liberty Hill Junior High School is a public middle-level campus serving early adolescent students in the Liberty Hill Independent School District in Liberty Hill, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liberty Hill Junior High School
Target entity description: Liberty Hill Junior High School is a public middle-level campus serving early adolescent students in the Liberty Hill Independent School District in Liberty Hill, Texas.
  • A. Liberty Hill High School
    Liberty Hill High School is a public secondary school serving students in the Liberty Hill Independent School District in Liberty Hill, Texas.
  • B. Liberty Elementary School
    Liberty Elementary School is a public primary school serving early-grade students within the Nyack Union Free School District in New York.
  • C. Liberty Elementary School
    Liberty Elementary School is a public primary school serving young students in the town of Liberty, North Carolina.
  • D. Liberty Elementary School
    Liberty Elementary School is a public elementary school in Braintree, Massachusetts, serving young students in the Braintree Public Schools district.
  • E. Liberty Elementary School
    Liberty Elementary School is a public elementary school serving students in the Clovis Unified School District in California.
  • 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_69e11e3a95d88190a3bd80d9471976c3 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129bf78108190b50d937917258693 completed April 28, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9eb6d1d08190a686212998842fa4 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9f81af748190adf3dc904f4c6eed completed May 18, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9ffa8f308190beaa350f4e8b1e54 completed May 18, 2026, 5:13 a.m.
Created at: April 16, 2026, 8:32 p.m.