Triple

T52234
Position Surface form Disambiguated ID Type / Status
Subject Goldwater–Nichols Department of Defense Reorganization Act of 1986 E1025 entity
Predicate namedAfter P63 FINISHED
Object William Flynt Nichols
William Flynt Nichols was a U.S. Congressman from Alabama who co-sponsored the landmark Goldwater–Nichols Act that restructured the Department of Defense and modernized American military command.
E33875 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: William Flynt Nichols | Statement: [Goldwater–Nichols Department of Defense Reorganization Act of 1986, namedAfter, William Flynt Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Flynt Nichols
Context triple: [Goldwater–Nichols Department of Defense Reorganization Act of 1986, namedAfter, William Flynt Nichols]
  • A. James L. Flanagan
    James L. Flanagan was a pioneering American electrical engineer and speech scientist known for his influential contributions to digital signal processing and speech communication.
  • B. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • C. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • D. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • E. Charles Begole
    Charles Begole was an American mountaineer best known as one of the first climbers to reach the summit of Mount Whitney in the 19th century.
  • 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: William Flynt Nichols
Triple: [Goldwater–Nichols Department of Defense Reorganization Act of 1986, namedAfter, William Flynt Nichols]
Generated description
William Flynt Nichols was a U.S. Congressman from Alabama who co-sponsored the landmark Goldwater–Nichols Act that restructured the Department of Defense and modernized American military command.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Flynt Nichols
Target entity description: William Flynt Nichols was a U.S. Congressman from Alabama who co-sponsored the landmark Goldwater–Nichols Act that restructured the Department of Defense and modernized American military command.
  • A. James L. Flanagan
    James L. Flanagan was a pioneering American electrical engineer and speech scientist known for his influential contributions to digital signal processing and speech communication.
  • B. John V. L. Hogan
    John V. L. Hogan was an American radio engineer and pioneer in early radio technology and broadcasting.
  • C. Alan M. Garber
    Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
  • D. Robert Newman
    Robert Newman was an American engineer and entrepreneur best known as a co-founder of the influential technology and research firm Bolt Beranek and Newman (BBN).
  • E. Charles Begole
    Charles Begole was an American mountaineer best known as one of the first climbers to reach the summit of Mount Whitney in the 19th century.
  • 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_69a2480baefc81909951b14058479aa2 completed Feb. 28, 2026, 1:42 a.m.
NER Named-entity recognition batch_69a24b0382b48190a7ca80ade6d2e270 completed Feb. 28, 2026, 1:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3836ba7b88190bfa6bab252695781 completed March 1, 2026, 12:08 a.m.
NEDg Description generation batch_69a383fa4f648190b859e0ae0a997f10 completed March 1, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69a384a01f1c8190bca17608d97413c2 completed March 1, 2026, 12:13 a.m.
Created at: Feb. 28, 2026, 1:47 a.m.