Triple

T2085095
Position Surface form Disambiguated ID Type / Status
Subject Benghazi attack congressional hearings E45330 entity
Predicate significantParticipant P6467 FINISHED
Object Democratic Party members of Congress
Democratic Party members of Congress are elected federal legislators from the Democratic Party who serve in the U.S. House of Representatives and Senate, shaping national policy and lawmaking.
E231992 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: Democratic Party members of Congress | Statement: [Benghazi attack congressional hearings, significantParticipant, Democratic Party members of Congress]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Democratic Party members of Congress
Context triple: [Benghazi attack congressional hearings, significantParticipant, Democratic Party members of Congress]
  • A. Congress of Democrats
    The Congress of Democrats was a predominantly white, anti-apartheid political organization in South Africa that allied with other liberation movements in the struggle against racial segregation and minority rule.
  • B. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • C. House Democratic Caucus
    The House Democratic Caucus is the formal organization of all Democratic members in the U.S. House of Representatives that coordinates party strategy, policy priorities, and leadership.
  • D. United States Senate Democratic Caucus
    The United States Senate Democratic Caucus is the formal organization of Democratic Party senators in the U.S. Senate that coordinates legislative strategy, leadership, and policy positions.
  • E. Democratic Congressional Campaign Committee
    The Democratic Congressional Campaign Committee is the official campaign arm of the U.S. House Democratic caucus, dedicated to electing and reelecting Democrats to the House of Representatives.
  • 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: Democratic Party members of Congress
Triple: [Benghazi attack congressional hearings, significantParticipant, Democratic Party members of Congress]
Generated description
Democratic Party members of Congress are elected federal legislators from the Democratic Party who serve in the U.S. House of Representatives and Senate, shaping national policy and lawmaking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Democratic Party members of Congress
Target entity description: Democratic Party members of Congress are elected federal legislators from the Democratic Party who serve in the U.S. House of Representatives and Senate, shaping national policy and lawmaking.
  • A. Congress of Democrats
    The Congress of Democrats was a predominantly white, anti-apartheid political organization in South Africa that allied with other liberation movements in the struggle against racial segregation and minority rule.
  • B. Democratic Party
    The Democratic Party is one of the two major contemporary political parties in the United States, traditionally associated with liberal and progressive policies on social and economic issues.
  • C. House Democratic Caucus
    The House Democratic Caucus is the formal organization of all Democratic members in the U.S. House of Representatives that coordinates party strategy, policy priorities, and leadership.
  • D. United States Senate Democratic Caucus
    The United States Senate Democratic Caucus is the formal organization of Democratic Party senators in the U.S. Senate that coordinates legislative strategy, leadership, and policy positions.
  • E. Democratic Congressional Campaign Committee
    The Democratic Congressional Campaign Committee is the official campaign arm of the U.S. House Democratic caucus, dedicated to electing and reelecting Democrats to the House of Representatives.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba53d4488190a7d9eabcb6904e8e completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273f8e3481908c45f1686072a95d completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae29284a90819088ce2344b139e714 completed March 9, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69ae29c9b6ac8190a0256fb911afaf72 completed March 9, 2026, 2 a.m.
Created at: March 4, 2026, 7:41 p.m.