Triple

T8535314
Position Surface form Disambiguated ID Type / Status
Subject Maryland's 4th congressional district E202062 entity
Predicate previousNotableRepresentative P36758 FINISHED
Object Steny Hoyer
Steny Hoyer is a long-serving Democratic politician who has represented Maryland in the U.S. House of Representatives and served as House Majority Leader.
 E740620 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: Steny Hoyer | Statement: [Maryland's 4th congressional district, previousNotableRepresentative, Steny Hoyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Steny Hoyer
Context triple: [Maryland's 4th congressional district, previousNotableRepresentative, Steny Hoyer]
  • A. Tom Reid
    Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
  • B. Paul Pelosi
    Paul Pelosi is an American businessman and investor known for his long marriage to former U.S. House Speaker Nancy Pelosi and for running the venture capital firm Financial Leasing Services, Inc.
  • C. Barney Frank
    Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • D. John Sarbanes
    John Sarbanes is an American politician and attorney who has served as a Democratic U.S. Representative from Maryland.
  • E. Barbara Mikulski
    Barbara Mikulski is a longtime American politician who served as a U.S. Senator from Maryland and is known for her influential role in supporting science, space research, and public service.
  • 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: Steny Hoyer
Triple: [Maryland's 4th congressional district, previousNotableRepresentative, Steny Hoyer]
Generated description
Steny Hoyer is a long-serving Democratic politician who has represented Maryland in the U.S. House of Representatives and served as House Majority Leader.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Steny Hoyer
Target entity description: Steny Hoyer is a long-serving Democratic politician who has represented Maryland in the U.S. House of Representatives and served as House Majority Leader.
  • A. Tom Reid
    Tom Reid is the brother of American actress Tara Reid, known for her roles in films like "American Pie" and "The Big Lebowski."
  • B. Paul Pelosi
    Paul Pelosi is an American businessman and investor known for his long marriage to former U.S. House Speaker Nancy Pelosi and for running the venture capital firm Financial Leasing Services, Inc.
  • C. Barney Frank
    Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • D. John Sarbanes
    John Sarbanes is an American politician and attorney who has served as a Democratic U.S. Representative from Maryland.
  • E. Barbara Mikulski
    Barbara Mikulski is a longtime American politician who served as a U.S. Senator from Maryland and is known for her influential role in supporting science, space research, and public service.
  • 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_69ca832355b08190b8b6a4ab4a4a3554 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe6a295c88190a432a060ee73f04e completed March 31, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d8332cc819083c86e0dc58bcc37 completed April 2, 2026, 1:22 p.m.
NEDg Description generation batch_69ce6f02fabc819093b95e0d318c5649 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f9b12148190be55b3f5f2b518d9 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:17 p.m.