Triple

T12559958
Position Surface form Disambiguated ID Type / Status
Subject Wait Wait... Don't Tell Me! E295314 entity
Predicate panelistsInclude P73409 FINISHED
Object Adam Felber
Adam Felber is an American writer, comedian, and radio personality best known as a longtime panelist on NPR’s news quiz show "Wait Wait... Don't Tell Me!"
E1010116 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: Adam Felber | Statement: [Wait Wait... Don't Tell Me!, panelistsInclude, Adam Felber]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adam Felber
Context triple: [Wait Wait... Don't Tell Me!, panelistsInclude, Adam Felber]
  • A. Justin Furstenfeld
    Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Sean Blumberg
    Sean Blumberg is a character portrayed by Greg Grunberg on the television series "Felicity," where he appears as one of the main character's close friends.
  • D. Adam Leff
    Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
  • E. Doug Mankoff
    Doug Mankoff is a film and television producer known for financing and executive producing a wide range of independent and prestige projects.
  • 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: Adam Felber
Triple: [Wait Wait... Don't Tell Me!, panelistsInclude, Adam Felber]
Generated description
Adam Felber is an American writer, comedian, and radio personality best known as a longtime panelist on NPR’s news quiz show "Wait Wait... Don't Tell Me!"
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adam Felber
Target entity description: Adam Felber is an American writer, comedian, and radio personality best known as a longtime panelist on NPR’s news quiz show "Wait Wait... Don't Tell Me!"
  • A. Justin Furstenfeld
    Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
  • B. Josh Kesselman
    Josh Kesselman is a film and television producer best known for his work as an executive producer on projects such as the series "The Great."
  • C. Sean Blumberg
    Sean Blumberg is a character portrayed by Greg Grunberg on the television series "Felicity," where he appears as one of the main character's close friends.
  • D. Adam Leff
    Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
  • E. Doug Mankoff
    Doug Mankoff is a film and television producer known for financing and executive producing a wide range of independent and prestige projects.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d960c2e5b88190a7cc16002b218d8a completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6a537bb1881908a50073d4f27b66c completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a8db611c819086e48afa368df288 completed May 3, 2026, 1:46 a.m.
NED2 Entity disambiguation (via description) batch_69f6a9dc37d08190b658a2e1d8ac2d88 completed May 3, 2026, 1:50 a.m.
Created at: April 8, 2026, 11:48 p.m.