Triple
T713072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrested Development |
E14250
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Alia Shawkat
Alia Shawkat is an American actress best known for her role as the quick-witted Maeby Fünke on the cult television sitcom "Arrested Development."
|
E90263
|
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: Alia Shawkat | Statement: [Arrested Development, stars, Alia Shawkat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alia Shawkat Context triple: [Arrested Development, stars, Alia Shawkat]
-
A.
Adeena Sussman
Adeena Sussman is an American-Israeli cookbook author and food writer known for her vibrant, flavor-forward recipes and collaborations with prominent culinary figures.
-
B.
Hailee Steinfeld
Hailee Steinfeld is an American actress and pop singer known for her Oscar-nominated role in "True Grit" and hit songs like "Love Myself" and "Starving."
-
C.
Sarah Shahi
Sarah Shahi is an American actress and former NFL cheerleader best known for her roles in television series such as "Person of Interest," "The L Word," and "Sex/Life."
-
D.
Zendaya
Zendaya is an American actress and singer best known for her acclaimed, Emmy-winning performance as Rue Bennett in the HBO drama series "Euphoria."
-
E.
Kaitlin Olson
Kaitlin Olson is an American actress and comedian best known for playing Dee Reynolds on the long-running sitcom "It's Always Sunny in Philadelphia."
- 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: Alia Shawkat Triple: [Arrested Development, stars, Alia Shawkat]
Generated description
Alia Shawkat is an American actress best known for her role as the quick-witted Maeby Fünke on the cult television sitcom "Arrested Development."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alia Shawkat Target entity description: Alia Shawkat is an American actress best known for her role as the quick-witted Maeby Fünke on the cult television sitcom "Arrested Development."
-
A.
Adeena Sussman
Adeena Sussman is an American-Israeli cookbook author and food writer known for her vibrant, flavor-forward recipes and collaborations with prominent culinary figures.
-
B.
Hailee Steinfeld
Hailee Steinfeld is an American actress and pop singer known for her Oscar-nominated role in "True Grit" and hit songs like "Love Myself" and "Starving."
-
C.
Sarah Shahi
Sarah Shahi is an American actress and former NFL cheerleader best known for her roles in television series such as "Person of Interest," "The L Word," and "Sex/Life."
-
D.
Zendaya
Zendaya is an American actress and singer best known for her acclaimed, Emmy-winning performance as Rue Bennett in the HBO drama series "Euphoria."
-
E.
Kaitlin Olson
Kaitlin Olson is an American actress and comedian best known for playing Dee Reynolds on the long-running sitcom "It's Always Sunny in Philadelphia."
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a55ee4fc81909358659ec3bc435f |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a65e39a2d4819086ef9b5fba62a725 |
completed | March 3, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69a65ee094ec8190a9eccffa14bc7b9c |
completed | March 3, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65f8b848c81908bd622b084813443 |
completed | March 3, 2026, 4:11 a.m. |
Created at: March 1, 2026, 7:36 p.m.