Triple
T4688000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Dropout |
E103966
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Liz Heldens
Liz Heldens is an American television writer and producer known for creating and working on numerous drama series, including serving as an executive producer on the limited series "The Dropout."
|
E469883
|
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: Liz Heldens | Statement: [The Dropout, executiveProducer, Liz Heldens]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liz Heldens Context triple: [The Dropout, executiveProducer, Liz Heldens]
-
A.
Liz Tigelaar
Liz Tigelaar is an American television writer and producer known for creating and showrunning character-driven dramas such as the series adaptation of "Little Fires Everywhere."
-
B.
Francine Houben
Francine Houben is a renowned Dutch architect and creative director of the architecture firm Mecanoo, known for her human-centered, context-sensitive designs such as the Library of Birmingham and Delft University of Technology Library.
-
C.
Liz Heller
Liz Heller is a film producer best known for her work on the 1995 coming-of-age drama "The Basketball Diaries" starring Leonardo DiCaprio.
-
D.
Erika van Thiel
Erika van Thiel is best known as the wife of Dutch trance DJ and record producer Armin van Buuren.
-
E.
Astrid Nienhuis
Astrid Nienhuis is a Dutch politician who serves as the mayor of the municipality of Heemstede in the Netherlands.
- 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: Liz Heldens Triple: [The Dropout, executiveProducer, Liz Heldens]
Generated description
Liz Heldens is an American television writer and producer known for creating and working on numerous drama series, including serving as an executive producer on the limited series "The Dropout."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liz Heldens Target entity description: Liz Heldens is an American television writer and producer known for creating and working on numerous drama series, including serving as an executive producer on the limited series "The Dropout."
-
A.
Liz Tigelaar
Liz Tigelaar is an American television writer and producer known for creating and showrunning character-driven dramas such as the series adaptation of "Little Fires Everywhere."
-
B.
Francine Houben
Francine Houben is a renowned Dutch architect and creative director of the architecture firm Mecanoo, known for her human-centered, context-sensitive designs such as the Library of Birmingham and Delft University of Technology Library.
-
C.
Liz Heller
Liz Heller is a film producer best known for her work on the 1995 coming-of-age drama "The Basketball Diaries" starring Leonardo DiCaprio.
-
D.
Erika van Thiel
Erika van Thiel is best known as the wife of Dutch trance DJ and record producer Armin van Buuren.
-
E.
Astrid Nienhuis
Astrid Nienhuis is a Dutch politician who serves as the mayor of the municipality of Heemstede in the Netherlands.
- 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_69bd43debbf08190b4bc372e286ec234 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6397f6888190a9024a51d4d34f2b |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be439d76e08190a813957bdb1b44f4 |
completed | March 21, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69be44210b8081908d2de14acf013c54 |
completed | March 21, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45477cbc8190bbfea83dfc64637f |
completed | March 21, 2026, 7:14 a.m. |
Created at: March 20, 2026, 1:16 p.m.