Triple

T8943040
Position Surface form Disambiguated ID Type / Status
Subject Thomas Peters E212949 entity
Predicate militaryBranch P253 FINISHED
Object Black Pioneers
Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
 E767250 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: Black Pioneers | Statement: [Thomas Peters, militaryBranch, Black Pioneers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Black Pioneers
Context triple: [Thomas Peters, militaryBranch, Black Pioneers]
  • A. Black Hystori Project
    Black Hystori Project is a critically acclaimed mixtape by rapper CyHi the Prynce that blends sharp lyricism with historical and socially conscious themes.
  • B. R.O.O.T.S.
    R.O.O.T.S. is a studio album by American rapper Flo Rida that helped solidify his mainstream success with its blend of pop-rap and club-oriented hits.
  • C. Nacimiento de los Negros
    Nacimiento de los Negros is a historic community in Coahuila, Mexico, founded by Black Seminoles who migrated there in the 19th century to escape slavery and persecution in the United States.
  • D. A Negra
    A Negra is a seminal modernist painting by Brazilian artist Tarsila do Amaral that explores Afro-Brazilian identity through bold forms and vibrant colors.
  • E. Meet the Blacks
    Meet the Blacks is a 2016 American horror-comedy film that parodies home-invasion and Purge-style movies, featuring comedian Gary Owen among its cast.
  • 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: Black Pioneers
Triple: [Thomas Peters, militaryBranch, Black Pioneers]
Generated description
Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Black Pioneers
Target entity description: Black Pioneers were a Loyalist military unit of formerly enslaved and free Black people who served the British during the American Revolutionary War, primarily in support and engineering roles.
  • A. Black Hystori Project
    Black Hystori Project is a critically acclaimed mixtape by rapper CyHi the Prynce that blends sharp lyricism with historical and socially conscious themes.
  • B. R.O.O.T.S.
    R.O.O.T.S. is a studio album by American rapper Flo Rida that helped solidify his mainstream success with its blend of pop-rap and club-oriented hits.
  • C. Nacimiento de los Negros
    Nacimiento de los Negros is a historic community in Coahuila, Mexico, founded by Black Seminoles who migrated there in the 19th century to escape slavery and persecution in the United States.
  • D. A Negra
    A Negra is a seminal modernist painting by Brazilian artist Tarsila do Amaral that explores Afro-Brazilian identity through bold forms and vibrant colors.
  • E. Meet the Blacks
    Meet the Blacks is a 2016 American horror-comedy film that parodies home-invasion and Purge-style movies, featuring comedian Gary Owen among its cast.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66d93978819084b1a5c7c5dd2372 completed April 1, 2026, 12:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1f418708190b1272209f61e3a51 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc25fdf3481909d9821f7728b0c5b completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc2e808408190b9bc44ed21fc67d9 completed April 3, 2026, 1:38 p.m.
Created at: March 30, 2026, 6:58 p.m.