Triple

T725357
Position Surface form Disambiguated ID Type / Status
Subject Ed Hochuli E14713 entity
Predicate fullName P16 FINISHED
Object Edward G. Hochuli
Edward G. Hochuli is a retired American NFL referee and attorney, widely known for his long tenure in the league and his detailed on-field penalty explanations.
E313993 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: Edward G. Hochuli | Statement: [Ed Hochuli, fullName, Edward G. Hochuli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward G. Hochuli
Context triple: [Ed Hochuli, fullName, Edward G. Hochuli]
  • A. Charles F. Roos
    Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
  • B. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • C. Milton J. Durham
    Milton J. Durham was a 19th-century American lawyer and Democratic politician who served in the U.S. House of Representatives and later as a senior federal financial official.
  • D. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • E. 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.
  • 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: Edward G. Hochuli
Triple: [Ed Hochuli, fullName, Edward G. Hochuli]
Generated description
Edward G. Hochuli is a retired American NFL referee and attorney, widely known for his long tenure in the league and his detailed on-field penalty explanations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward G. Hochuli
Target entity description: Edward G. Hochuli is a retired American NFL referee and attorney, widely known for his long tenure in the league and his detailed on-field penalty explanations.
  • A. Charles F. Roos
    Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
  • B. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • C. Milton J. Durham
    Milton J. Durham was a 19th-century American lawyer and Democratic politician who served in the U.S. House of Representatives and later as a senior federal financial official.
  • D. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • E. 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.
  • 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_69a4934c753c81909b309027e48b9b3a completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5a7fb7c819096db848fe2ba246a completed March 1, 2026, 8:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fbfc793881908d5329c195a4e2dd completed March 11, 2026, 5:22 a.m.
NEDg Description generation batch_69b0ffd768f88190a73a786f4418897b completed March 11, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69b1006d70c48190bcb47e740ea6d41c completed March 11, 2026, 5:41 a.m.
Created at: March 1, 2026, 7:37 p.m.