Triple
T9198531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ted Demme |
E220776
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Amanda Scheer-Demme
Amanda Scheer-Demme is an American talent manager and music supervisor known for her work in film and television and for her marriage to the late director Ted Demme.
|
E803111
|
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 Scheer-Demme | Statement: [Ted Demme, spouse, Amanda Scheer-Demme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amanda Scheer-Demme Context triple: [Ted Demme, spouse, Amanda Scheer-Demme]
-
A.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
B.
Nicole Kruspe
Nicole Kruspe is a linguist known for her extensive research and documentation of Aslian languages spoken by indigenous communities in the Malay Peninsula.
-
C.
Alexandra Christmann
Alexandra Christmann is the former wife of acclaimed British actor Sir Ben Kingsley.
-
D.
Amanda Bearse
Amanda Bearse is an American actress, director, and comedian best known for playing Marcy Rhoades D'Arcy on the sitcom "Married... with Children."
-
E.
Christi Dembrowski
Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
- 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 Scheer-Demme Triple: [Ted Demme, spouse, Amanda Scheer-Demme]
Generated description
Amanda Scheer-Demme is an American talent manager and music supervisor known for her work in film and television and for her marriage to the late director Ted Demme.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amanda Scheer-Demme Target entity description: Amanda Scheer-Demme is an American talent manager and music supervisor known for her work in film and television and for her marriage to the late director Ted Demme.
-
A.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
B.
Nicole Kruspe
Nicole Kruspe is a linguist known for her extensive research and documentation of Aslian languages spoken by indigenous communities in the Malay Peninsula.
-
C.
Alexandra Christmann
Alexandra Christmann is the former wife of acclaimed British actor Sir Ben Kingsley.
-
D.
Amanda Bearse
Amanda Bearse is an American actress, director, and comedian best known for playing Marcy Rhoades D'Arcy on the sitcom "Married... with Children."
-
E.
Christi Dembrowski
Christi Dembrowski is an American film producer and longtime collaborator of Johnny Depp, with whom she co-founded the production company Infinitum Nihil.
- 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_69ca83e8e9248190862cf3e41693b310 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd880ab808190aa785a5f1e5d5976 |
completed | April 1, 2026, 8:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139b350e08190a68f8870433f6bae |
completed | April 4, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69d13a8e79b081908d5b4dce125df678 |
completed | April 4, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13b1d2cb481908cdcbeb1a6c81794 |
completed | April 4, 2026, 4:23 p.m. |
Created at: March 30, 2026, 7:25 p.m.