Triple

T7201622
Position Surface form Disambiguated ID Type / Status
Subject Walkersville, Maryland E168758 entity
Predicate hasMiddleSchool P113 FINISHED
Object Walkersville Middle School
Walkersville Middle School is a public middle school serving students in the Walkersville area of Frederick County, Maryland.
 E650408 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: Walkersville Middle School | Statement: [Walkersville, Maryland, hasMiddleSchool, Walkersville Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walkersville Middle School
Context triple: [Walkersville, Maryland, hasMiddleSchool, Walkersville Middle School]
  • A. Walkersville High School
    Walkersville High School is a public secondary school serving students in the Walkersville area of Frederick County, Maryland.
  • B. Walters Middle School
    Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
  • C. Parkville Middle School
    Parkville Middle School is a public middle school serving students in the Parkville community of Baltimore County, Maryland.
  • D. Wilson Middle School
    Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
  • E. Wilmington Middle School
    Wilmington Middle School is a public middle school serving students in the town of Wilmington, Massachusetts.
  • 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: Walkersville Middle School
Triple: [Walkersville, Maryland, hasMiddleSchool, Walkersville Middle School]
Generated description
Walkersville Middle School is a public middle school serving students in the Walkersville area of Frederick County, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walkersville Middle School
Target entity description: Walkersville Middle School is a public middle school serving students in the Walkersville area of Frederick County, Maryland.
  • A. Walkersville High School
    Walkersville High School is a public secondary school serving students in the Walkersville area of Frederick County, Maryland.
  • B. Walters Middle School
    Walters Middle School is a public middle school serving students in the Fremont, California area as part of the local unified school system.
  • C. Parkville Middle School
    Parkville Middle School is a public middle school serving students in the Parkville community of Baltimore County, Maryland.
  • D. Wilson Middle School
    Wilson Middle School is a public middle school in Plano, Texas, serving students in grades 6–8 as part of the Plano Independent School District.
  • E. Wilmington Middle School
    Wilmington Middle School is a public middle school serving students in the town of Wilmington, Massachusetts.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e94971508190bb38184c9af2fe51 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cbecb7ec819080b12a63dfa56328 completed March 28, 2026, 12:39 p.m.
NEDg Description generation batch_69c7cc5af4f48190a146f7026307bfbe completed March 28, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69c7cd0eb36c8190bc8e4265033d214f completed March 28, 2026, 12:43 p.m.
Created at: March 27, 2026, 2:52 p.m.