Triple

T17018266
Position Surface form Disambiguated ID Type / Status
Subject Lucille Austero E412876 entity
Predicate hasAffiliation P467 FINISHED
Object Austero family
The Austero family is a wealthy and influential fictional family in the television series "Arrested Development," known primarily through the character Lucille Austero and their business and personal entanglements with the Bluth family.
 E1245542 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: Austero family | Statement: [Lucille Austero, hasAffiliation, Austero family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Austero family
Context triple: [Lucille Austero, hasAffiliation, Austero family]
  • A. Riva-Agüero family
    The Riva-Agüero family is a prominent Peruvian aristocratic and political lineage known for producing influential statesmen, intellectuals, and landowners from the colonial period through the republic.
  • B. Montt family
    The Montt family is a prominent Chilean political dynasty that has produced several influential leaders, including presidents and high-ranking government officials.
  • C. Velasco family
    The Velasco family is a prominent Spanish noble lineage historically influential in Castile and closely connected to the highest ranks of Iberian aristocracy.
  • D. Zorreguieta family
    The Zorreguieta family is an Argentine family best known internationally as the family of Queen Máxima of the Netherlands.
  • E. Urdangarin family
    The Urdangarin family is a Spanish family best known for its connection to the Spanish royal family through former handball player Iñaki Urdangarin and his marriage to Infanta Cristina.
  • 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: Austero family
Triple: [Lucille Austero, hasAffiliation, Austero family]
Generated description
The Austero family is a wealthy and influential fictional family in the television series "Arrested Development," known primarily through the character Lucille Austero and their business and personal entanglements with the Bluth family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Austero family
Target entity description: The Austero family is a wealthy and influential fictional family in the television series "Arrested Development," known primarily through the character Lucille Austero and their business and personal entanglements with the Bluth family.
  • A. Riva-Agüero family
    The Riva-Agüero family is a prominent Peruvian aristocratic and political lineage known for producing influential statesmen, intellectuals, and landowners from the colonial period through the republic.
  • B. Montt family
    The Montt family is a prominent Chilean political dynasty that has produced several influential leaders, including presidents and high-ranking government officials.
  • C. Velasco family
    The Velasco family is a prominent Spanish noble lineage historically influential in Castile and closely connected to the highest ranks of Iberian aristocracy.
  • D. Zorreguieta family
    The Zorreguieta family is an Argentine family best known internationally as the family of Queen Máxima of the Netherlands.
  • E. Urdangarin family
    The Urdangarin family is a Spanish family best known for its connection to the Spanish royal family through former handball player Iñaki Urdangarin and his marriage to Infanta Cristina.
  • 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_69d886cc4170819093deddc7b8b4b6a7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d480a58c8190a3912d26debb4311 completed April 18, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a011b4d6cb881909b64b4368fd97fa9 completed May 10, 2026, 11:57 p.m.
NEDg Description generation batch_6a011bc4617081908ad2d4c0d35fe98a completed May 10, 2026, 11:59 p.m.
NED2 Entity disambiguation (via description) batch_6a011c76d5b88190b5cda571231f5c7e completed May 11, 2026, 12:01 a.m.
Created at: April 10, 2026, 5:33 a.m.