Triple

T7536859
Position Surface form Disambiguated ID Type / Status
Subject Air Training Command E178171 entity
Predicate notableCommander P1197 FINISHED
Object John W. Roberts
John W. Roberts was a high-ranking United States Air Force officer who served in a prominent leadership role within the Air Training Command.
 E690972 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 W. Roberts | Statement: [Air Training Command, notableCommander, John W. Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John W. Roberts
Context triple: [Air Training Command, notableCommander, John W. Roberts]
  • A. John G. Roberts Jr.
    John G. Roberts Jr. is an American jurist who serves as the 17th Chief Justice of the U.S. Supreme Court, known for his influential role in shaping contemporary constitutional law.
  • B. John Roberts
    John Roberts was an American entrepreneur and heir who became best known as one of the principal financial backers and co-producers of the iconic 1969 Woodstock music festival.
  • C. John Roberts
    John Roberts is an American actor and comedian best known for voicing Linda Belcher on the animated television series "Bob's Burgers."
  • D. John D. Roberts
    John D. Roberts was an influential American chemist renowned for pioneering the use of nuclear magnetic resonance (NMR) spectroscopy in organic chemistry and for his impactful textbooks and teaching.
  • E. John Harlan Kim
    John Harlan Kim is an Australian actor best known for his role as Ezekiel Jones on the television series "The Librarians."
  • 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 W. Roberts
Triple: [Air Training Command, notableCommander, John W. Roberts]
Generated description
John W. Roberts was a high-ranking United States Air Force officer who served in a prominent leadership role within the Air Training Command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John W. Roberts
Target entity description: John W. Roberts was a high-ranking United States Air Force officer who served in a prominent leadership role within the Air Training Command.
  • A. John G. Roberts Jr.
    John G. Roberts Jr. is an American jurist who serves as the 17th Chief Justice of the U.S. Supreme Court, known for his influential role in shaping contemporary constitutional law.
  • B. John Roberts
    John Roberts was an American entrepreneur and heir who became best known as one of the principal financial backers and co-producers of the iconic 1969 Woodstock music festival.
  • C. John Roberts
    John Roberts is an American actor and comedian best known for voicing Linda Belcher on the animated television series "Bob's Burgers."
  • D. John D. Roberts
    John D. Roberts was an influential American chemist renowned for pioneering the use of nuclear magnetic resonance (NMR) spectroscopy in organic chemistry and for his impactful textbooks and teaching.
  • E. John Harlan Kim
    John Harlan Kim is an Australian actor best known for his role as Ezekiel Jones on the television series "The Librarians."
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84db0c48190b2b3d8c5f802f713 completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69c963e3a3e0819092c6c7dd0dc82e7d completed March 29, 2026, 5:39 p.m.
NEDg Description generation batch_69c96454a1088190a4b24a4fd6898483 completed March 29, 2026, 5:41 p.m.
NED2 Entity disambiguation (via description) batch_69c9646cffc0819082476e756c29bddd completed March 29, 2026, 5:42 p.m.
Created at: March 27, 2026, 3:48 p.m.