Triple

T3560059
Position Surface form Disambiguated ID Type / Status
Subject Thomas N. Barnes Center for Enlisted Education E75313 entity
Predicate namedAfter P63 FINISHED
Object Thomas N. Barnes
Thomas N. Barnes was the fourth Chief Master Sergeant of the U.S. Air Force and the first African American to hold the service’s highest enlisted position.
 E848766 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: Thomas N. Barnes | Statement: [Thomas N. Barnes Center for Enlisted Education, namedAfter, Thomas N. Barnes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas N. Barnes
Context triple: [Thomas N. Barnes Center for Enlisted Education, namedAfter, Thomas N. Barnes]
  • A. Benjamin F. Blodgett
    Benjamin F. Blodgett is an individual notable enough to be specifically cited as a bearer of the Blodgett surname, though detailed public information about his life or achievements appears limited.
  • B. Charles M. Barnes
    Charles M. Barnes was an American entrepreneur and bookseller best known as a co-founder of the Barnes & Noble bookstore chain.
  • C. Henry E. Brady
    Henry E. Brady is an American political scientist known for his influential work on political behavior, methodology, and democratic participation.
  • D. Samuel J. Kirkwood
    Samuel J. Kirkwood was a 19th-century American politician best known for serving as governor of Iowa and as a U.S. senator during the Civil War era.
  • E. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • 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: Thomas N. Barnes
Triple: [Thomas N. Barnes Center for Enlisted Education, namedAfter, Thomas N. Barnes]
Generated description
Thomas N. Barnes was the fourth Chief Master Sergeant of the U.S. Air Force and the first African American to hold the service’s highest enlisted position.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas N. Barnes
Target entity description: Thomas N. Barnes was the fourth Chief Master Sergeant of the U.S. Air Force and the first African American to hold the service’s highest enlisted position.
  • A. Benjamin F. Blodgett
    Benjamin F. Blodgett is an individual notable enough to be specifically cited as a bearer of the Blodgett surname, though detailed public information about his life or achievements appears limited.
  • B. Charles M. Barnes
    Charles M. Barnes was an American entrepreneur and bookseller best known as a co-founder of the Barnes & Noble bookstore chain.
  • C. Henry E. Brady
    Henry E. Brady is an American political scientist known for his influential work on political behavior, methodology, and democratic participation.
  • D. Samuel J. Kirkwood
    Samuel J. Kirkwood was a 19th-century American politician best known for serving as governor of Iowa and as a U.S. senator during the Civil War era.
  • E. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc089270c81908bc200c84fe1592e completed March 8, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69d4d14df7888190aadd3f506b6b4cd2 completed April 7, 2026, 9:41 a.m.
NEDg Description generation batch_69d4d208f1188190bb5c746aec753168 completed April 7, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69d4d2840b908190bb071e37a6be34cd completed April 7, 2026, 9:46 a.m.
Created at: March 8, 2026, 3:20 p.m.