Triple
T11473792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chopped |
E271973
|
entity |
| Predicate | notableJudge |
P28256
|
FINISHED |
| Object |
Amanda Freitag
Amanda Freitag is an American celebrity chef and television personality best known for her frequent judging appearances on Food Network cooking competition shows.
|
E951628
|
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: Amanda Freitag | Statement: [Chopped, notableJudge, Amanda Freitag]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amanda Freitag Context triple: [Chopped, notableJudge, Amanda Freitag]
-
A.
Amanda Lohrey
Amanda Lohrey is an acclaimed Australian novelist and essayist known for her psychologically rich fiction and contributions to contemporary Australian literature.
-
B.
Libby Leist
Libby Leist is a television news executive best known for her leadership role as an executive producer at NBC’s "Today" show.
-
C.
Alyson Fouse
Alyson Fouse is an American television and film writer known for her work on comedy projects including the parody film "Scary Movie 2."
-
D.
Mimi Watford
Mimi Watford is a fictional character from Bram Stoker’s horror novel "The Lair of the White Worm," involved in the sinister events surrounding an ancient serpent cult in rural England.
-
E.
Amanda Clayton
Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
- 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: Amanda Freitag Triple: [Chopped, notableJudge, Amanda Freitag]
Generated description
Amanda Freitag is an American celebrity chef and television personality best known for her frequent judging appearances on Food Network cooking competition shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amanda Freitag Target entity description: Amanda Freitag is an American celebrity chef and television personality best known for her frequent judging appearances on Food Network cooking competition shows.
-
A.
Amanda Lohrey
Amanda Lohrey is an acclaimed Australian novelist and essayist known for her psychologically rich fiction and contributions to contemporary Australian literature.
-
B.
Libby Leist
Libby Leist is a television news executive best known for her leadership role as an executive producer at NBC’s "Today" show.
-
C.
Alyson Fouse
Alyson Fouse is an American television and film writer known for her work on comedy projects including the parody film "Scary Movie 2."
-
D.
Mimi Watford
Mimi Watford is a fictional character from Bram Stoker’s horror novel "The Lair of the White Worm," involved in the sinister events surrounding an ancient serpent cult in rural England.
-
E.
Amanda Clayton
Amanda Clayton is an American actress best known for her role in the crime drama television series "City on a Hill."
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8294b3f388190a587c358313f7260 |
completed | April 9, 2026, 10:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f28076f52881908e4438f623af2749 |
completed | April 29, 2026, 10:04 p.m. |
| NEDg | Description generation | batch_69f29147094481909b74e1f8187ee0cf |
completed | April 29, 2026, 11:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f292a30e688190aa0c032bdd167eb0 |
completed | April 29, 2026, 11:22 p.m. |
Created at: April 8, 2026, 9:35 p.m.