Triple

T9524346
Position Surface form Disambiguated ID Type / Status
Subject Hubbard E229721 entity
Predicate hasNotableBearer P458 FINISHED
Object Thomas Hubbard (diplomat)
Thomas Hubbard is an American career diplomat who served as U.S. Ambassador to the Philippines and later to South Korea in the late 1990s and early 2000s.
 E804047 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: Thomas Hubbard (diplomat) | Statement: [Hubbard, hasNotableBearer, Thomas Hubbard (diplomat)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Hubbard (diplomat)
Context triple: [Hubbard, hasNotableBearer, Thomas Hubbard (diplomat)]
  • A. Thomas S. Jesup
    Thomas S. Jesup was a long-serving U.S. Army officer and Quartermaster General noted for his prominent leadership in multiple early 19th-century American conflicts, including the Seminole Wars.
  • B. Robert Lansing
    Robert Lansing was an American lawyer and diplomat who served as U.S. Secretary of State under President Woodrow Wilson during World War I.
  • C. Townsend Harris
    Townsend Harris was a 19th-century American diplomat best known for opening Japan to formal relations and trade with the United States through the Harris Treaty of 1858.
  • D. Frederick J. DeLongchamps
    Frederick J. DeLongchamps was a prominent early 20th-century American architect known especially for his civic and public buildings in Nevada.
  • E. Frederick P. Cabot
    Frederick P. Cabot was an American jurist and educator known for his influential work in reforming the Boston juvenile court system.
  • 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: Thomas Hubbard (diplomat)
Triple: [Hubbard, hasNotableBearer, Thomas Hubbard (diplomat)]
Generated description
Thomas Hubbard is an American career diplomat who served as U.S. Ambassador to the Philippines and later to South Korea in the late 1990s and early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Hubbard (diplomat)
Target entity description: Thomas Hubbard is an American career diplomat who served as U.S. Ambassador to the Philippines and later to South Korea in the late 1990s and early 2000s.
  • A. Thomas S. Jesup
    Thomas S. Jesup was a long-serving U.S. Army officer and Quartermaster General noted for his prominent leadership in multiple early 19th-century American conflicts, including the Seminole Wars.
  • B. Robert Lansing
    Robert Lansing was an American lawyer and diplomat who served as U.S. Secretary of State under President Woodrow Wilson during World War I.
  • C. Townsend Harris
    Townsend Harris was a 19th-century American diplomat best known for opening Japan to formal relations and trade with the United States through the Harris Treaty of 1858.
  • D. Frederick J. DeLongchamps
    Frederick J. DeLongchamps was a prominent early 20th-century American architect known especially for his civic and public buildings in Nevada.
  • E. Frederick P. Cabot
    Frederick P. Cabot was an American jurist and educator known for his influential work in reforming the Boston juvenile court system.
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9899f99481908d374528716027f8 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a61fbd08190bb68ffe29da3a34a completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13c0344388190aefc18936b17b9f0 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13c7b2954819096a276e083d4fed1 completed April 4, 2026, 4:29 p.m.
Created at: March 30, 2026, 7:59 p.m.