Triple

T8111271
Position Surface form Disambiguated ID Type / Status
Subject Rob Bonta E189358 entity
Predicate familyName P18 FINISHED
Object Bonta
Bonta is a surname most prominently associated with Rob Bonta, the Attorney General of California and the first Filipino American to hold that office.
 E712769 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: Bonta | Statement: [Rob Bonta, familyName, Bonta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonta
Context triple: [Rob Bonta, familyName, Bonta]
  • A. Qualley
    Qualley is the surname of an American family best known for actress and model Margaret Qualley and her mother, actress Andie MacDowell.
  • B. Santarosa
    Santarosa was an Italian nobleman and revolutionary best known for his support of Greek independence and his role among the Philhellenes in the Greek War of Independence.
  • C. Redondo
    Redondo is a municipality and town in Portugal’s Alentejo region, known for its wine production, traditional pottery, and well-preserved historic architecture.
  • D. Nomlaki
    Nomlaki are a Native American people of Northern California, traditionally part of the Wintun group and known for their distinct language and cultural practices.
  • E. Natone
    Natone was the original company name of Neutrogena, a well-known American skincare and cosmetics brand.
  • 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: Bonta
Triple: [Rob Bonta, familyName, Bonta]
Generated description
Bonta is a surname most prominently associated with Rob Bonta, the Attorney General of California and the first Filipino American to hold that office.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonta
Target entity description: Bonta is a surname most prominently associated with Rob Bonta, the Attorney General of California and the first Filipino American to hold that office.
  • A. Qualley
    Qualley is the surname of an American family best known for actress and model Margaret Qualley and her mother, actress Andie MacDowell.
  • B. Santarosa
    Santarosa was an Italian nobleman and revolutionary best known for his support of Greek independence and his role among the Philhellenes in the Greek War of Independence.
  • C. Redondo
    Redondo is a municipality and town in Portugal’s Alentejo region, known for its wine production, traditional pottery, and well-preserved historic architecture.
  • D. Nomlaki
    Nomlaki are a Native American people of Northern California, traditionally part of the Wintun group and known for their distinct language and cultural practices.
  • E. Natone
    Natone was the original company name of Neutrogena, a well-known American skincare and cosmetics brand.
  • 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_69ca82b9d5848190a24672775d5c5011 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb432bcb648190b5ddbcc2a3dbc9b1 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc942a9af881908b7ddc724755893e completed April 1, 2026, 3:42 a.m.
NEDg Description generation batch_69cc969e0ecc8190973658542d1406bc completed April 1, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69cc97781c0481909d21293633d111be completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:32 p.m.