Triple

T3814751
Position Surface form Disambiguated ID Type / Status
Subject Embry–Riddle Aeronautical University E84224 entity
Predicate foundedBy P104 FINISHED
Object Talton Higbee Embry
Talton Higbee Embry was an American aviation pioneer and businessman best known as a co-founder of the institution that became Embry–Riddle Aeronautical University.
 E391780 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: Talton Higbee Embry | Statement: [Embry–Riddle Aeronautical University, foundedBy, Talton Higbee Embry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talton Higbee Embry
Context triple: [Embry–Riddle Aeronautical University, foundedBy, Talton Higbee Embry]
  • A. J. C. Stearns
    J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
  • B. Fred Meyer
    Fred Meyer is a regional American hypermarket chain offering groceries, clothing, home goods, and more under one roof, primarily in the Pacific Northwest.
  • C. Jordan Marsh
    Jordan Marsh was a prominent New England-based department store chain that operated for over a century before being absorbed into larger retail brands.
  • D. R. H. Macy
    R. H. Macy was an American businessman and founder of the iconic Macy’s department store chain.
  • E. Luther Hanes
    Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
  • 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: Talton Higbee Embry
Triple: [Embry–Riddle Aeronautical University, foundedBy, Talton Higbee Embry]
Generated description
Talton Higbee Embry was an American aviation pioneer and businessman best known as a co-founder of the institution that became Embry–Riddle Aeronautical University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talton Higbee Embry
Target entity description: Talton Higbee Embry was an American aviation pioneer and businessman best known as a co-founder of the institution that became Embry–Riddle Aeronautical University.
  • A. J. C. Stearns
    J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
  • B. Fred Meyer
    Fred Meyer is a regional American hypermarket chain offering groceries, clothing, home goods, and more under one roof, primarily in the Pacific Northwest.
  • C. Jordan Marsh
    Jordan Marsh was a prominent New England-based department store chain that operated for over a century before being absorbed into larger retail brands.
  • D. R. H. Macy
    R. H. Macy was an American businessman and founder of the iconic Macy’s department store chain.
  • E. Luther Hanes
    Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
  • 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee8de9e948190bf461e55ad00eddb completed March 9, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb3ddc1481909fd4a8befb8ece17 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fbd93b1481909f89d807ef870aa7 completed March 14, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69b4ffc51bc08190aef4548a351b5604 completed March 14, 2026, 6:27 a.m.
Created at: March 9, 2026, 3:17 p.m.