Triple

T13141040
Position Surface form Disambiguated ID Type / Status
Subject Hedwig Village, Texas E312209 entity
Predicate publicMiddleSchool P27093 FINISHED
Object Spring Branch Middle School (Spring Branch ISD)
Spring Branch Middle School is a public middle school in the Spring Branch Independent School District serving students in the Hedwig Village area of Texas.
 E1024850 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: Spring Branch Middle School (Spring Branch ISD) | Statement: [Hedwig Village, Texas, publicMiddleSchool, Spring Branch Middle School (Spring Branch ISD)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spring Branch Middle School (Spring Branch ISD)
Context triple: [Hedwig Village, Texas, publicMiddleSchool, Spring Branch Middle School (Spring Branch ISD)]
  • A. McCulloch Intermediate School
    McCulloch Intermediate School is a public intermediate campus serving upper elementary and middle-grade students in the Highland Park area of Dallas, Texas.
  • B. Highland Park Middle School
    Highland Park Middle School is a public middle school serving students in the affluent Dallas enclave of University Park, Texas, as part of the Highland Park Independent School District.
  • C. Highland Park Middle School
    Highland Park Middle School is a public middle school serving students in grades 6–8 in the borough of Highland Park, New Jersey.
  • D. Plano Middle School
    Plano Middle School is a public middle school serving students in the Plano, Illinois community.
  • E. Long Branch Public Schools
    Long Branch Public Schools is the public school district that serves students in the coastal city of Long Branch in Monmouth County, New Jersey.
  • 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: Spring Branch Middle School (Spring Branch ISD)
Triple: [Hedwig Village, Texas, publicMiddleSchool, Spring Branch Middle School (Spring Branch ISD)]
Generated description
Spring Branch Middle School is a public middle school in the Spring Branch Independent School District serving students in the Hedwig Village area of Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spring Branch Middle School (Spring Branch ISD)
Target entity description: Spring Branch Middle School is a public middle school in the Spring Branch Independent School District serving students in the Hedwig Village area of Texas.
  • A. McCulloch Intermediate School
    McCulloch Intermediate School is a public intermediate campus serving upper elementary and middle-grade students in the Highland Park area of Dallas, Texas.
  • B. Highland Park Middle School
    Highland Park Middle School is a public middle school serving students in the affluent Dallas enclave of University Park, Texas, as part of the Highland Park Independent School District.
  • C. Highland Park Middle School
    Highland Park Middle School is a public middle school serving students in grades 6–8 in the borough of Highland Park, New Jersey.
  • D. Plano Middle School
    Plano Middle School is a public middle school serving students in the Plano, Illinois community.
  • E. Long Branch Public Schools
    Long Branch Public Schools is the public school district that serves students in the coastal city of Long Branch in Monmouth County, New Jersey.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b84f1081908b9e2d54a64d4c2d completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae2c3848190b062fa8da7dc8a92 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f01e9c488190ad52280903c074da completed May 3, 2026, 6:50 a.m.
NED2 Entity disambiguation (via description) batch_69f6f0e5f94c81908f4707913dc5dc92 completed May 3, 2026, 6:53 a.m.
Created at: April 9, 2026, 9:10 p.m.