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.