Triple

T746172
Position Surface form Disambiguated ID Type / Status
Subject Hull, Iowa E15345 entity
Predicate isNamedAfter P63 FINISHED
Object John A. T. Hull
John A. T. Hull was an American politician and public official from Iowa who served as a U.S. Representative and held several state offices in the late 19th and early 20th centuries.
E353305 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 A. T. Hull | Statement: [Hull, Iowa, isNamedAfter, John A. T. Hull]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John A. T. Hull
Context triple: [Hull, Iowa, isNamedAfter, John A. T. Hull]
  • A. Morton D. Hull
    Morton D. Hull was an American lawyer and Republican politician who served as a U.S. Representative from Illinois in the early 20th century.
  • B. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • C. John A. Pearson
    John A. Pearson was a prominent early 20th-century Canadian architect known for designing major public and institutional buildings.
  • 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. John R. Hodge
    John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
  • 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 A. T. Hull
Triple: [Hull, Iowa, isNamedAfter, John A. T. Hull]
Generated description
John A. T. Hull was an American politician and public official from Iowa who served as a U.S. Representative and held several state offices in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John A. T. Hull
Target entity description: John A. T. Hull was an American politician and public official from Iowa who served as a U.S. Representative and held several state offices in the late 19th and early 20th centuries.
  • A. Morton D. Hull
    Morton D. Hull was an American lawyer and Republican politician who served as a U.S. Representative from Illinois in the early 20th century.
  • B. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • C. John A. Pearson
    John A. Pearson was a prominent early 20th-century Canadian architect known for designing major public and institutional buildings.
  • 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. John R. Hodge
    John R. Hodge was a U.S. Army general who led American occupation forces in southern Korea after World War II and later held senior commands in the postwar U.S. military.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a62ca1d081908e3191411f86498d completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b333e6ccac8190904693dd8a632802 completed March 12, 2026, 9:45 p.m.
NEDg Description generation batch_69b337d7daf081909e5112f49a2aa2f2 completed March 12, 2026, 10:02 p.m.
NED2 Entity disambiguation (via description) batch_69b338eb22e4819094e9344aa5decb18 completed March 12, 2026, 10:06 p.m.
Created at: March 1, 2026, 7:37 p.m.