Triple

T13500504
Position Surface form Disambiguated ID Type / Status
Subject Marie Newman E320874 entity
Predicate precededBy P97 FINISHED
Object Dan Lipinski
Dan Lipinski is an American Democratic politician who represented Illinois's 3rd congressional district in the U.S. House of Representatives from 2005 to 2021.
E1045140 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: Dan Lipinski | Statement: [Marie Newman, precededBy, Dan Lipinski]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dan Lipinski
Context triple: [Marie Newman, precededBy, Dan Lipinski]
  • A. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • B. Joshua Hastert
    Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
  • C. Jesse White
    Jesse White was an American character actor best known for his comedic roles in film and television, including his long-running portrayal of the Maytag repairman in commercials.
  • D. Gene Markey
    Gene Markey was an American Hollywood screenwriter, producer, and author known for his marriages to several famous actresses and his later career as a decorated U.S. Navy officer.
  • E. Jim Cox
    Jim Cox is an American screenwriter best known for his work on animated films, including Disney’s "The Rescuers Down Under."
  • 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: Dan Lipinski
Triple: [Marie Newman, precededBy, Dan Lipinski]
Generated description
Dan Lipinski is an American Democratic politician who represented Illinois's 3rd congressional district in the U.S. House of Representatives from 2005 to 2021.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dan Lipinski
Target entity description: Dan Lipinski is an American Democratic politician who represented Illinois's 3rd congressional district in the U.S. House of Representatives from 2005 to 2021.
  • A. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • B. Joshua Hastert
    Joshua Hastert is an American businessman and the son of former U.S. Speaker of the House Dennis Hastert.
  • C. Jesse White
    Jesse White was an American character actor best known for his comedic roles in film and television, including his long-running portrayal of the Maytag repairman in commercials.
  • D. Gene Markey
    Gene Markey was an American Hollywood screenwriter, producer, and author known for his marriages to several famous actresses and his later career as a decorated U.S. Navy officer.
  • E. Jim Cox
    Jim Cox is an American screenwriter best known for his work on animated films, including Disney’s "The Rescuers Down Under."
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4fab688190bdc746985b0c7338 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75487cb3c8190ab7f3bc36755b74c completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f75585cac88190bcf3fcd714d73b1b completed May 3, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69f7561f170c8190b12c79fbbe57ad91 completed May 3, 2026, 2:05 p.m.
Created at: April 9, 2026, 9:43 p.m.