Triple

T482754
Position Surface form Disambiguated ID Type / Status
Subject 108th United States Congress E9805 entity
Predicate speakerOfTheHouse P3253 FINISHED
Object Dennis Hastert
Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
E60174 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: Dennis Hastert | Statement: [108th United States Congress, speakerOfTheHouse, Dennis Hastert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dennis Hastert
Context triple: [108th United States Congress, speakerOfTheHouse, Dennis Hastert]
  • A. Michael G. Oxley
    Michael G. Oxley was an American Republican congressman from Ohio best known for co-authoring the landmark Sarbanes–Oxley corporate governance and financial reporting reform law.
  • B. Everett Dirksen
    Everett Dirksen was a prominent mid-20th-century Republican U.S. Senator from Illinois known for his influential leadership and key role in passing major civil rights legislation.
  • C. Paul Sarbanes
    Paul Sarbanes was a long-serving U.S. Senator from Maryland best known for co-authoring major corporate governance reforms in the early 2000s.
  • D. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • E. Harry Bright
    Harry Bright is one of the three possible fathers and central adult characters in the musical and film "Mamma Mia!", known for his reserved, uptight demeanor that contrasts with the story’s exuberant Greek-island setting.
  • 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: Dennis Hastert
Triple: [108th United States Congress, speakerOfTheHouse, Dennis Hastert]
Generated description
Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dennis Hastert
Target entity description: Dennis Hastert is an American Republican politician who served as the 51st Speaker of the U.S. House of Representatives from 1999 to 2007.
  • A. Michael G. Oxley
    Michael G. Oxley was an American Republican congressman from Ohio best known for co-authoring the landmark Sarbanes–Oxley corporate governance and financial reporting reform law.
  • B. Everett Dirksen
    Everett Dirksen was a prominent mid-20th-century Republican U.S. Senator from Illinois known for his influential leadership and key role in passing major civil rights legislation.
  • C. Paul Sarbanes
    Paul Sarbanes was a long-serving U.S. Senator from Maryland best known for co-authoring major corporate governance reforms in the early 2000s.
  • D. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • E. Harry Bright
    Harry Bright is one of the three possible fathers and central adult characters in the musical and film "Mamma Mia!", known for his reserved, uptight demeanor that contrasts with the story’s exuberant Greek-island setting.
  • 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_69a2e802e2908190ab17c9479e0b6412 completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f0b8fe6081909f8ab87bfda6b2d8 completed Feb. 28, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a46c622e648190b6d687fb8efa2123 completed March 1, 2026, 4:42 p.m.
NEDg Description generation batch_69a46dd72a8c8190b93f4cc323eddf10 completed March 1, 2026, 4:48 p.m.
NED2 Entity disambiguation (via description) batch_69a46e24aaa48190bd7a1337f9257f83 completed March 1, 2026, 4:49 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.