Triple
T4005433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gob Bluth |
E89513
|
entity |
| Predicate | hasRomanticRelationshipWith |
P9994
|
FINISHED |
| Object |
Marta Estrella
Marta Estrella is a recurring character on the television series "Arrested Development," known as a Spanish-language soap opera star who becomes romantically involved with multiple members of the Bluth family.
|
E414232
|
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: Marta Estrella | Statement: [Gob Bluth, hasRomanticRelationshipWith, Marta Estrella]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marta Estrella Context triple: [Gob Bluth, hasRomanticRelationshipWith, Marta Estrella]
-
A.
Amada Cruz
Amada Cruz is an American museum director and arts administrator known for leading major art institutions, including serving as director of the Seattle Art Museum.
-
B.
Mina Clavero
Mina Clavero is a popular riverside tourist town in central Argentina known for its natural beaches, clear rivers, and surrounding Sierras de Córdoba mountain scenery.
-
C.
María Elena
María Elena is a small Chilean mining town in the Antofagasta Region, historically known as one of the last nitrate (saltpeter) company towns in the world.
-
D.
María Elena
María Elena is a passionate, volatile Spanish artist portrayed by Penélope Cruz in the film "Vicky Cristina Barcelona."
-
E.
Alejandra Amarilla
Alejandra Amarilla is a Paraguayan filmmaker and philanthropist known for her documentary work and for her former marriage to NBA star Steve Nash.
- 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: Marta Estrella Triple: [Gob Bluth, hasRomanticRelationshipWith, Marta Estrella]
Generated description
Marta Estrella is a recurring character on the television series "Arrested Development," known as a Spanish-language soap opera star who becomes romantically involved with multiple members of the Bluth family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marta Estrella Target entity description: Marta Estrella is a recurring character on the television series "Arrested Development," known as a Spanish-language soap opera star who becomes romantically involved with multiple members of the Bluth family.
-
A.
Amada Cruz
Amada Cruz is an American museum director and arts administrator known for leading major art institutions, including serving as director of the Seattle Art Museum.
-
B.
Mina Clavero
Mina Clavero is a popular riverside tourist town in central Argentina known for its natural beaches, clear rivers, and surrounding Sierras de Córdoba mountain scenery.
-
C.
María Elena
María Elena is a small Chilean mining town in the Antofagasta Region, historically known as one of the last nitrate (saltpeter) company towns in the world.
-
D.
María Elena
María Elena is a passionate, volatile Spanish artist portrayed by Penélope Cruz in the film "Vicky Cristina Barcelona."
-
E.
Alejandra Amarilla
Alejandra Amarilla is a Paraguayan filmmaker and philanthropist known for her documentary work and for her former marriage to NBA star Steve Nash.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa5f7b308190adaad864eec98936 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b47294c8190871f4a6a57b3470f |
completed | March 14, 2026, 2:05 p.m. |
| NEDg | Description generation | batch_69b56f0f94c08190b92deb5373c525e5 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56fee67088190ab9a42ccac03d10f |
completed | March 14, 2026, 2:25 p.m. |
Created at: March 9, 2026, 3:34 p.m.