Triple

T14912767
Position Surface form Disambiguated ID Type / Status
Subject Lori Trahan E371303 entity
Predicate caucus membership P29571 FINISHED
Object Congressional Labor and Working Families Caucus
The Congressional Labor and Working Families Caucus is a group of U.S. House members focused on advancing pro-worker policies, protecting labor rights, and supporting the interests of working families.
E1127145 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 Labor and Working Families Caucus | Statement: [Lori Trahan, caucus membership, Congressional Labor and Working Families Caucus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Congressional Labor and Working Families Caucus
Context triple: [Lori Trahan, caucus membership, Congressional Labor and Working Families Caucus]
  • A. 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.
  • B. Congressional Hispanic Caucus
    The Congressional Hispanic Caucus is an organization of Hispanic and Latino Democratic members of the U.S. Congress that advocates for issues affecting Hispanic communities nationwide.
  • C. Congressional Asian Pacific American Caucus
    The Congressional Asian Pacific American Caucus is a group of U.S. lawmakers dedicated to advocating for the interests and civil rights of Asian American, Native Hawaiian, and Pacific Islander communities in federal policy.
  • D. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • E. 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.
  • 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 Labor and Working Families Caucus
Triple: [Lori Trahan, caucus membership, Congressional Labor and Working Families Caucus]
Generated description
The Congressional Labor and Working Families Caucus is a group of U.S. House members focused on advancing pro-worker policies, protecting labor rights, and supporting the interests of working families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Congressional Labor and Working Families Caucus
Target entity description: The Congressional Labor and Working Families Caucus is a group of U.S. House members focused on advancing pro-worker policies, protecting labor rights, and supporting the interests of working families.
  • A. 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.
  • B. Congressional Hispanic Caucus
    The Congressional Hispanic Caucus is an organization of Hispanic and Latino Democratic members of the U.S. Congress that advocates for issues affecting Hispanic communities nationwide.
  • C. Congressional Asian Pacific American Caucus
    The Congressional Asian Pacific American Caucus is a group of U.S. lawmakers dedicated to advocating for the interests and civil rights of Asian American, Native Hawaiian, and Pacific Islander communities in federal policy.
  • D. Council on Governmental Affairs
    The Council on Governmental Affairs is a policy and advocacy body within the Association of Public and Land-grant Universities that represents member institutions’ interests in government relations and public policy.
  • E. 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.
  • 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_69d85cc7ea3481908228b5acb7d06f12 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded61d75008190b6f9a1a38137836f completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe72bd18148190ab28744678c22993 completed May 8, 2026, 11:33 p.m.
NEDg Description generation batch_69fe744b9c048190ae2a64da53d8ffac completed May 8, 2026, 11:39 p.m.
NED2 Entity disambiguation (via description) batch_69fe74d510808190a2379a2380fc327e completed May 8, 2026, 11:42 p.m.
Created at: April 10, 2026, 2:27 a.m.