Triple

T2624795
Position Surface form Disambiguated ID Type / Status
Subject Madame Secretary E59091 entity
Predicate starring P1507 FINISHED
Object Erich Bergen
Erich Bergen is an American actor and singer best known for his role as Blake Moran on the political drama series "Madam Secretary" and for portraying Bob Gaudio in the film adaptation of the musical "Jersey Boys."
E296807 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: Erich Bergen | Statement: [Madame Secretary, starring, Erich Bergen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Erich Bergen
Context triple: [Madame Secretary, starring, Erich Bergen]
  • A. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • B. Jimmy Ernst
    Jimmy Ernst was a German-born American abstract expressionist painter and the son of surrealist artist Max Ernst.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Irving Lahrheim
    Irving Lahrheim, better known as Bert Lahr, was an American actor and comedian most famous for his role as the Cowardly Lion in the classic film "The Wizard of Oz."
  • E. Lester Germer
    Lester Germer was an American physicist best known for the Davisson–Germer experiment, which provided key evidence for the wave nature of electrons and helped confirm quantum mechanics.
  • 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: Erich Bergen
Triple: [Madame Secretary, starring, Erich Bergen]
Generated description
Erich Bergen is an American actor and singer best known for his role as Blake Moran on the political drama series "Madam Secretary" and for portraying Bob Gaudio in the film adaptation of the musical "Jersey Boys."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Erich Bergen
Target entity description: Erich Bergen is an American actor and singer best known for his role as Blake Moran on the political drama series "Madam Secretary" and for portraying Bob Gaudio in the film adaptation of the musical "Jersey Boys."
  • A. Lee Berk
    Lee Berk was an American educator and administrator who significantly shaped contemporary music education as a leader of the institution that became Berklee College of Music.
  • B. Jimmy Ernst
    Jimmy Ernst was a German-born American abstract expressionist painter and the son of surrealist artist Max Ernst.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Irving Lahrheim
    Irving Lahrheim, better known as Bert Lahr, was an American actor and comedian most famous for his role as the Cowardly Lion in the classic film "The Wizard of Oz."
  • E. Lester Germer
    Lester Germer was an American physicist best known for the Davisson–Germer experiment, which provided key evidence for the wave nature of electrons and helped confirm quantum mechanics.
  • 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_69ab4ac558388190962492cd2e1b0ce6 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd8b061a08190b7a8459851abaae2 completed March 7, 2026, 7:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc027578c8190b830f550c45ceddc completed March 10, 2026, 6:54 a.m.
NEDg Description generation batch_69afc0d32d5881908b80e0bfca5cd873 completed March 10, 2026, 6:57 a.m.
NED2 Entity disambiguation (via description) batch_69afc133f8088190bd505db0d0d1d6f7 completed March 10, 2026, 6:59 a.m.
Created at: March 6, 2026, 9:50 p.m.