Triple

T5076221
Position Surface form Disambiguated ID Type / Status
Subject Oakland High School E114402 entity
Predicate hasNotableAlumnus P51 FINISHED
Object Chokwe Lumumba
Chokwe Lumumba was an American civil rights attorney and Black nationalist activist who served as mayor of Jackson, Mississippi.
E491979 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: Chokwe Lumumba | Statement: [Oakland High School, hasNotableAlumnus, Chokwe Lumumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chokwe Lumumba
Context triple: [Oakland High School, hasNotableAlumnus, Chokwe Lumumba]
  • A. Levar Stoney
    Levar Stoney is an American politician who serves as the mayor of Richmond, Virginia, and is known for being one of the youngest mayors in the city’s history.
  • B. Chokwe
    Chokwe is a Bantu language spoken primarily by the Chokwe people in Angola, the Democratic Republic of the Congo, and Zambia.
  • C. Cherelle L. Parker
    Cherelle L. Parker is an American politician who serves as the mayor of Philadelphia and is the first woman elected to the position in the city's history.
  • D. J. Tarika Lewis Seale
    J. Tarika Lewis Seale is the daughter of Black Panther Party co-founder Bobby Seale.
  • E. Kenyatta Matthews
    Kenyatta Matthews is the wife of American author and journalist Ta-Nehisi Coates, known for her private life outside of his public literary career.
  • 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: Chokwe Lumumba
Triple: [Oakland High School, hasNotableAlumnus, Chokwe Lumumba]
Generated description
Chokwe Lumumba was an American civil rights attorney and Black nationalist activist who served as mayor of Jackson, Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chokwe Lumumba
Target entity description: Chokwe Lumumba was an American civil rights attorney and Black nationalist activist who served as mayor of Jackson, Mississippi.
  • A. Levar Stoney
    Levar Stoney is an American politician who serves as the mayor of Richmond, Virginia, and is known for being one of the youngest mayors in the city’s history.
  • B. Chokwe
    Chokwe is a Bantu language spoken primarily by the Chokwe people in Angola, the Democratic Republic of the Congo, and Zambia.
  • C. Cherelle L. Parker
    Cherelle L. Parker is an American politician who serves as the mayor of Philadelphia and is the first woman elected to the position in the city's history.
  • D. Kenyatta Matthews
    Kenyatta Matthews is the wife of American author and journalist Ta-Nehisi Coates, known for her private life outside of his public literary career.
  • E. J. Tarika Lewis Seale
    J. Tarika Lewis Seale is the daughter of Black Panther Party co-founder Bobby Seale.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74d3b0088190a658864cb120eef4 completed March 20, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69beb121fa388190ab3909d20f014b6f completed March 21, 2026, 2:54 p.m.
NEDg Description generation batch_69beb202a8748190b677d7bcd2db66c8 completed March 21, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69beb28cf7b881909d40b70a7fff5033 completed March 21, 2026, 3 p.m.
Created at: March 20, 2026, 1:39 p.m.