Triple

T15581025
Position Surface form Disambiguated ID Type / Status
Subject Lorena Independent School District E374496 entity
Predicate operates P24 FINISHED
Object Lorena Middle School
Lorena Middle School is a public middle school serving students in the Lorena, Texas area as part of the local community’s education system.
 E1166241 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: Lorena Middle School | Statement: [Lorena Independent School District, operates, Lorena Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lorena Middle School
Context triple: [Lorena Independent School District, operates, Lorena Middle School]
  • A. Lorena High School
    Lorena High School is a public secondary school serving students in the Lorena, Texas area as part of the local education system.
  • B. Ramona Middle School
    Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • E. Lorane Elementary School
    Lorane Elementary School is a public elementary school serving young students in the Exeter Township area of Berks County, Pennsylvania.
  • 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: Lorena Middle School
Triple: [Lorena Independent School District, operates, Lorena Middle School]
Generated description
Lorena Middle School is a public middle school serving students in the Lorena, Texas area as part of the local community’s education system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lorena Middle School
Target entity description: Lorena Middle School is a public middle school serving students in the Lorena, Texas area as part of the local community’s education system.
  • A. Lorena High School
    Lorena High School is a public secondary school serving students in the Lorena, Texas area as part of the local education system.
  • B. Ramona Middle School
    Ramona Middle School is a public middle school in California serving grades 6–8 as part of the Bonita Unified School District.
  • C. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • E. Lorane Elementary School
    Lorane Elementary School is a public elementary school serving young students in the Exeter Township area of Berks County, Pennsylvania.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e45ee3c8190a6aee06a5805ca39 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56c3efb48190ad94d9d326c6c2c0 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff578dc9dc8190ae0b1abcd74a6346 completed May 9, 2026, 3:49 p.m.
NED2 Entity disambiguation (via description) batch_69ff586ce89081909ebc1779bb9c4221 completed May 9, 2026, 3:53 p.m.
Created at: April 10, 2026, 4:11 a.m.