Triple

T1104085
Position Surface form Disambiguated ID Type / Status
Subject Gulf of Tonkin incident E25447 entity
Predicate hasUSCommander P678 FINISHED
Object John J. Herrick
John J. Herrick was a U.S. Navy officer who commanded American naval forces involved in the 1964 Gulf of Tonkin incident, a pivotal event that escalated U.S. involvement in the Vietnam War.
E434710 NE FINISHED

How this triple was built (5 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 J. Herrick | Statement: [Gulf of Tonkin incident, hasUSCommander, John J. Herrick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John J. Herrick
Context triple: [Gulf of Tonkin incident, hasUSCommander, John J. Herrick]
  • A. Carl E. Heastie
    Carl E. Heastie is an American politician who serves as the Speaker of the New York State Assembly and represents a district in the Bronx.
  • B. Thomas F. Wilson
    Thomas F. Wilson is an American actor and comedian best known for playing bully Biff Tannen and his relatives across the Back to the Future film trilogy.
  • C. Francis B. Loomis
    Francis B. Loomis was an American diplomat and politician who served as U.S. Assistant Secretary of State and briefly as acting Secretary of State in the early 20th century.
  • D. Francis Burton Harrison
    Francis Burton Harrison was an American politician and colonial administrator who served as Governor-General of the Philippines during the early 20th century, promoting greater Filipino participation in government.
  • E. William C. Foster
    William C. Foster was an American government official and diplomat best known for his leadership roles in U.S. foreign aid and arms control policy during the mid-20th 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: John J. Herrick
Triple: [Gulf of Tonkin incident, hasUSCommander, John J. Herrick]
Generated description
John J. Herrick was a U.S. Navy officer who commanded American naval forces involved in the 1964 Gulf of Tonkin incident, a pivotal event that escalated U.S. involvement in the Vietnam War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John J. Herrick
Target entity description: John J. Herrick was a U.S. Navy officer who commanded American naval forces involved in the 1964 Gulf of Tonkin incident, a pivotal event that escalated U.S. involvement in the Vietnam War.
  • A. Carl E. Heastie
    Carl E. Heastie is an American politician who serves as the Speaker of the New York State Assembly and represents a district in the Bronx.
  • B. Thomas F. Wilson
    Thomas F. Wilson is an American actor and comedian best known for playing bully Biff Tannen and his relatives across the Back to the Future film trilogy.
  • C. Francis B. Loomis
    Francis B. Loomis was an American diplomat and politician who served as U.S. Assistant Secretary of State and briefly as acting Secretary of State in the early 20th century.
  • D. Francis Burton Harrison
    Francis Burton Harrison was an American politician and colonial administrator who served as Governor-General of the Philippines during the early 20th century, promoting greater Filipino participation in government.
  • E. William C. Foster
    William C. Foster was an American government official and diplomat best known for his leadership roles in U.S. foreign aid and arms control policy during the mid-20th century.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasUSCommander
Context triple: [Gulf of Tonkin incident, hasUSCommander, John J. Herrick]
  • A. commanderUnitedStates chosen
    Indicates that one entity serves as the commander of a United States military or governmental unit, mission, or operation.
  • B. hasCommander
    Indicates that one entity serves as the commanding officer or leader of another entity.
  • C. isCommanderInChiefOf
    Indicates that one entity holds the highest authority and ultimate command over the armed forces or military organization of another entity.
  • D. commanderAlsoServesAs
    Indicates that the person who holds a commander role simultaneously fulfills one or more additional official roles or positions.
  • E. commanderNationality
    Indicates the national affiliation or citizenship of a given commander.
  • F. None of above.

Provenance (6 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_69a49428d4448190b3b36991ceae87ce completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b9e1047481909af1cf8df2a01fff completed March 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e4aa62888190a5ef7a617b5ace8d completed March 14, 2026, 10:43 p.m.
NEDg Description generation batch_69b5e55785bc8190917ff2cd36ea08a9 completed March 14, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69b5e5d8574c81909da3a91d9f927879 completed March 14, 2026, 10:48 p.m.
PD Predicate disambiguation batch_69a4b7472c848190b0643872f67084a2 completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:43 p.m.