Triple

T10120917
Position Surface form Disambiguated ID Type / Status
Subject Red Oak, Texas E223284 entity
Predicate hasMiddleSchool P113 FINISHED
Object Red Oak Middle School
Red Oak Middle School is a public middle school serving students in the Red Oak Independent School District in Red Oak, Texas.
 E843783 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: Red Oak Middle School | Statement: [Red Oak, Texas, hasMiddleSchool, Red Oak Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Red Oak Middle School
Context triple: [Red Oak, Texas, hasMiddleSchool, Red Oak Middle School]
  • A. Five Oaks Middle School
    Five Oaks Middle School is a public middle school serving students in the community of Aloha, Oregon.
  • B. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • C. Red Oak High School
    Red Oak High School is a public secondary school serving students in the Red Oak Independent School District in Red Oak, Texas.
  • D. Royal Oak Middle School
    Royal Oak Middle School is a public middle school serving students in the Royal Oak, Michigan community as part of the Royal Oak Schools district.
  • E. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • 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: Red Oak Middle School
Triple: [Red Oak, Texas, hasMiddleSchool, Red Oak Middle School]
Generated description
Red Oak Middle School is a public middle school serving students in the Red Oak Independent School District in Red Oak, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Red Oak Middle School
Target entity description: Red Oak Middle School is a public middle school serving students in the Red Oak Independent School District in Red Oak, Texas.
  • A. Five Oaks Middle School
    Five Oaks Middle School is a public middle school serving students in the community of Aloha, Oregon.
  • B. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • C. Red Oak High School
    Red Oak High School is a public secondary school serving students in the Red Oak Independent School District in Red Oak, Texas.
  • D. Royal Oak Middle School
    Royal Oak Middle School is a public middle school serving students in the Royal Oak, Michigan community as part of the Royal Oak Schools district.
  • E. Oak Hill Middle School
    Oak Hill Middle School is a public middle school in Newton, Massachusetts, serving students in grades 6–8 as part of the Newton Public Schools district.
  • 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_69ca8422047c81909d66b717b8b18cf3 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd266b18c8190b35fe637c912e756 completed April 2, 2026, 2:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5b6101081909c97956591b01af9 completed April 5, 2026, 10:44 p.m.
NEDg Description generation batch_69d2e6f0aa988190aa9a866afcc2a1a2 completed April 5, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69d2e78384f48190abb7bdd7fcadcd9a completed April 5, 2026, 10:51 p.m.
Created at: March 30, 2026, 9:04 p.m.