Triple

T19467580
Position Surface form Disambiguated ID Type / Status
Subject Black liberation theology E487039 entity
Predicate hasKeyFigure P810 FINISHED
Object J. Deotis Roberts
J. Deotis Roberts was an influential African American theologian known for shaping Black liberation theology through his emphasis on reconciliation, justice, and the Black Christian experience.
 E1392409 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: J. Deotis Roberts | Statement: [Black liberation theology, hasKeyFigure, J. Deotis Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. Deotis Roberts
Context triple: [Black liberation theology, hasKeyFigure, J. Deotis Roberts]
  • A. Prentiss M. Brown
    Prentiss M. Brown was an American Democratic politician and U.S. Senator from Michigan who played a key role in federal economic regulation during World War II.
  • B. Ammi W. Wright
    Ammi W. Wright was a 19th-century American businessman and philanthropist best known for establishing Alma College in Michigan.
  • C. Okema T. Moore
    Okema T. Moore is a film and television producer known for her work in independent and documentary projects, often highlighting underrepresented voices and stories.
  • D. Ammi B. Young
    Ammi B. Young was a 19th-century American architect known for his influential federal and public building designs in the Greek Revival style.
  • E. H. Mebane Turner
    H. Mebane Turner was a prominent American academic administrator best known for serving as president of the University of Baltimore.
  • 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: J. Deotis Roberts
Triple: [Black liberation theology, hasKeyFigure, J. Deotis Roberts]
Generated description
J. Deotis Roberts was an influential African American theologian known for shaping Black liberation theology through his emphasis on reconciliation, justice, and the Black Christian experience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. Deotis Roberts
Target entity description: J. Deotis Roberts was an influential African American theologian known for shaping Black liberation theology through his emphasis on reconciliation, justice, and the Black Christian experience.
  • A. Prentiss M. Brown
    Prentiss M. Brown was an American Democratic politician and U.S. Senator from Michigan who played a key role in federal economic regulation during World War II.
  • B. Ammi W. Wright
    Ammi W. Wright was a 19th-century American businessman and philanthropist best known for establishing Alma College in Michigan.
  • C. Okema T. Moore
    Okema T. Moore is a film and television producer known for her work in independent and documentary projects, often highlighting underrepresented voices and stories.
  • D. Ammi B. Young
    Ammi B. Young was a 19th-century American architect known for his influential federal and public building designs in the Greek Revival style.
  • E. H. Mebane Turner
    H. Mebane Turner was a prominent American academic administrator best known for serving as president of the University of Baltimore.
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633e2aee081908330a5665fa60482 completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4d8fa248190b4829baff78cbb64 completed May 16, 2026, 12:05 a.m.
NEDg Description generation batch_6a07b63ed5788190917f0e90cc333adc completed May 16, 2026, 12:11 a.m.
NED2 Entity disambiguation (via description) batch_6a07b6bb60088190b3473ff2bf7cfde1 completed May 16, 2026, 12:13 a.m.
Created at: April 10, 2026, 1:39 p.m.