Triple

T2082991
Position Surface form Disambiguated ID Type / Status
Subject Louise Slaughter E45284 entity
Predicate memberOf P10 FINISHED
Object Congressional Progressive Caucus
The Congressional Progressive Caucus is a group within the U.S. Congress that advocates for left-leaning policies such as economic justice, civil rights, and expanded social welfare programs.
 E232263 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: Congressional Progressive Caucus | Statement: [Louise Slaughter, memberOf, Congressional Progressive Caucus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Congressional Progressive Caucus
Context triple: [Louise Slaughter, memberOf, Congressional Progressive Caucus]
  • A. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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: Congressional Progressive Caucus
Triple: [Louise Slaughter, memberOf, Congressional Progressive Caucus]
Generated description
The Congressional Progressive Caucus is a group within the U.S. Congress that advocates for left-leaning policies such as economic justice, civil rights, and expanded social welfare programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Congressional Progressive Caucus
Target entity description: The Congressional Progressive Caucus is a group within the U.S. Congress that advocates for left-leaning policies such as economic justice, civil rights, and expanded social welfare programs.
  • A. All Progressives Congress
    The All Progressives Congress is a major Nigerian political party that emerged as a leading force in national politics and has produced key figures including President Bola Tinubu.
  • B. 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.
  • C. 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.
  • D. 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.
  • 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_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.