Triple

T7324526
Position Surface form Disambiguated ID Type / Status
Subject Third Ward, Houston E168834 entity
Predicate associatedWithPerson P37 FINISHED
Object John Biggers
John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
E657673 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: John Biggers | Statement: [Third Ward, Houston, associatedWithPerson, John Biggers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Biggers
Context triple: [Third Ward, Houston, associatedWithPerson, John Biggers]
  • A. David McDowell Brown
    David McDowell Brown was a United States Navy captain and NASA astronaut who flew as a mission specialist on the ill-fated Space Shuttle Columbia STS-107 mission.
  • B. John DeCuir
    John DeCuir was an American art director and production designer renowned for his lavish, large-scale set designs on classic Hollywood epics.
  • C. Charles E. Fuller
    Charles E. Fuller was an influential American evangelical radio preacher and Christian leader whose ministry and vision led to the establishment of Fuller Theological Seminary.
  • D. Vincent Brooks
    Vincent Brooks is a retired U.S. Army general best known for his prominent leadership roles during the Iraq War and his later command of U.S. Forces Korea.
  • E. Brian Faulkner
    Brian Faulkner was a prominent Northern Irish politician who served as the last Prime Minister of Northern Ireland before the government’s suspension in 1972.
  • 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: John Biggers
Triple: [Third Ward, Houston, associatedWithPerson, John Biggers]
Generated description
John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Biggers
Target entity description: John Biggers was an influential African American muralist and educator known for his powerful depictions of Black life and culture, particularly in Houston’s Third Ward.
  • A. David McDowell Brown
    David McDowell Brown was a United States Navy captain and NASA astronaut who flew as a mission specialist on the ill-fated Space Shuttle Columbia STS-107 mission.
  • B. John DeCuir
    John DeCuir was an American art director and production designer renowned for his lavish, large-scale set designs on classic Hollywood epics.
  • C. Charles E. Fuller
    Charles E. Fuller was an influential American evangelical radio preacher and Christian leader whose ministry and vision led to the establishment of Fuller Theological Seminary.
  • D. Vincent Brooks
    Vincent Brooks is a retired U.S. Army general best known for his prominent leadership roles during the Iraq War and his later command of U.S. Forces Korea.
  • E. Brian Faulkner
    Brian Faulkner was a prominent Northern Irish politician who served as the last Prime Minister of Northern Ireland before the government’s suspension in 1972.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f04993408190b73fb46d83a632d5 completed March 27, 2026, 9:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef0a1200819089fe3e18493d8bee completed March 28, 2026, 3:08 p.m.
NEDg Description generation batch_69c7ef7f7b7c8190b3361cc01b2eefc0 completed March 28, 2026, 3:10 p.m.
NED2 Entity disambiguation (via description) batch_69c7f380dbe48190933e1eeff109185d completed March 28, 2026, 3:28 p.m.
Created at: March 27, 2026, 3:03 p.m.