Triple

T4048925
Position Surface form Disambiguated ID Type / Status
Subject Halls Crossroads E84135 entity
Predicate schoolServedBy P113 FINISHED
Object Halls Middle School
Halls Middle School is a public middle school serving students in the Halls Crossroads community of Knox County, Tennessee.
 E411053 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: Halls Middle School | Statement: [Halls Crossroads, schoolServedBy, Halls Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halls Middle School
Context triple: [Halls Crossroads, schoolServedBy, Halls Middle School]
  • A. Halls High School
    Halls High School is a public secondary school in the Halls Crossroads community of Knox County, Tennessee, serving local students in grades 9–12.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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: Halls Middle School
Triple: [Halls Crossroads, schoolServedBy, Halls Middle School]
Generated description
Halls Middle School is a public middle school serving students in the Halls Crossroads community of Knox County, Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halls Middle School
Target entity description: Halls Middle School is a public middle school serving students in the Halls Crossroads community of Knox County, Tennessee.
  • A. Halls High School
    Halls High School is a public secondary school in the Halls Crossroads community of Knox County, Tennessee, serving local students in grades 9–12.
  • B. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • C. Oak Middle School
    Oak Middle School is a public middle school serving students in the town of Shrewsbury, Massachusetts.
  • D. Galvin Middle School
    Galvin Middle School is a public middle school serving students in the town of Wakefield, Massachusetts.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01994b0c8190b34af36acadad5c6 completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5629e75e88190935ae3e7db8eb12f completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b566a133b88190bb63b914cec33217 completed March 14, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69b5672588f48190a3da72939032b425 completed March 14, 2026, 1:48 p.m.
Created at: March 9, 2026, 3:37 p.m.