Triple

T4681524
Position Surface form Disambiguated ID Type / Status
Subject Whitehaven E103813 entity
Predicate hasPublicSchool P113 FINISHED
Object A. Maceo Walker Middle School
A. Maceo Walker Middle School is a public middle school serving students in the Whitehaven neighborhood of Memphis, Tennessee.
 E461452 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: A. Maceo Walker Middle School | Statement: [Whitehaven, hasPublicSchool, A. Maceo Walker Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A. Maceo Walker Middle School
Context triple: [Whitehaven, hasPublicSchool, A. Maceo Walker Middle School]
  • A. Thurgood Marshall Middle School
    Thurgood Marshall Middle School is a public middle school named after the first African American U.S. Supreme Court Justice, serving students in the Temple Hills area of Maryland.
  • B. Langston Hughes High School
    Langston Hughes High School is a public secondary school in Union City, Georgia, named after the renowned American poet and social activist Langston Hughes.
  • C. Paul Laurence Dunbar High School
    Paul Laurence Dunbar High School is a historic public high school in Baltimore, Maryland, known for its strong academic programs and celebrated legacy in African American education and athletics.
  • D. Walter Reed Middle School
    Walter Reed Middle School is a public middle school located in the North Hollywood neighborhood of Los Angeles, California.
  • E. Walter Reed Middle School
    Walter Reed Middle School is a public middle school located in the Studio City neighborhood of Los Angeles, California.
  • 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: A. Maceo Walker Middle School
Triple: [Whitehaven, hasPublicSchool, A. Maceo Walker Middle School]
Generated description
A. Maceo Walker Middle School is a public middle school serving students in the Whitehaven neighborhood of Memphis, Tennessee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A. Maceo Walker Middle School
Target entity description: A. Maceo Walker Middle School is a public middle school serving students in the Whitehaven neighborhood of Memphis, Tennessee.
  • A. Thurgood Marshall Middle School
    Thurgood Marshall Middle School is a public middle school named after the first African American U.S. Supreme Court Justice, serving students in the Temple Hills area of Maryland.
  • B. Langston Hughes High School
    Langston Hughes High School is a public secondary school in Union City, Georgia, named after the renowned American poet and social activist Langston Hughes.
  • C. Paul Laurence Dunbar High School
    Paul Laurence Dunbar High School is a historic public high school in Baltimore, Maryland, known for its strong academic programs and celebrated legacy in African American education and athletics.
  • D. Walter Reed Middle School
    Walter Reed Middle School is a public middle school located in the North Hollywood neighborhood of Los Angeles, California.
  • E. Walter Reed Middle School
    Walter Reed Middle School is a public middle school located in the Studio City neighborhood of Los Angeles, California.
  • 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd636d306081908ff512896f54cb10 completed March 20, 2026, 3:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03ac44d481908ecb1fe84184a886 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be048d53d08190a72fb6d2e788e3c9 completed March 21, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69be0529868c8190b20e8966315b263a completed March 21, 2026, 2:40 a.m.
Created at: March 20, 2026, 1:16 p.m.