Triple

T7569095
Position Surface form Disambiguated ID Type / Status
Subject Fiona Ma E179193 entity
Predicate represents P129 FINISHED
Object California's 19th Assembly District
California's 19th Assembly District is a legislative district in the California State Assembly that encompasses parts of the San Francisco Bay Area and is known for its diverse urban communities and progressive politics.
 E676513 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: California's 19th Assembly District | Statement: [Fiona Ma, represents, California's 19th Assembly District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: California's 19th Assembly District
Context triple: [Fiona Ma, represents, California's 19th Assembly District]
  • A. California's 25th congressional district
    California's 25th congressional district is a U.S. House district in Southern California that includes parts of the Inland Empire and desert communities such as Coachella.
  • B. California's 20th congressional district
    California's 20th congressional district is a U.S. House district in California’s Central Valley that has been a Republican stronghold and is known for being represented by former House Speaker Kevin McCarthy.
  • C. California's 23rd congressional district
    California's 23rd congressional district is a U.S. House district in California’s southern Central Valley and High Desert region, long considered a Republican stronghold.
  • D. California's 28th congressional district
    California's 28th congressional district is a U.S. House district in Southern California that includes parts of Los Angeles and surrounding communities such as Altadena.
  • E. California's 15th congressional district
    California's 15th congressional district is a U.S. House district in California’s San Francisco Bay Area that has historically been a Democratic-leaning, urban-suburban seat.
  • 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: California's 19th Assembly District
Triple: [Fiona Ma, represents, California's 19th Assembly District]
Generated description
California's 19th Assembly District is a legislative district in the California State Assembly that encompasses parts of the San Francisco Bay Area and is known for its diverse urban communities and progressive politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: California's 19th Assembly District
Target entity description: California's 19th Assembly District is a legislative district in the California State Assembly that encompasses parts of the San Francisco Bay Area and is known for its diverse urban communities and progressive politics.
  • A. California's 25th congressional district
    California's 25th congressional district is a U.S. House district in Southern California that includes parts of the Inland Empire and desert communities such as Coachella.
  • B. California's 20th congressional district
    California's 20th congressional district is a U.S. House district in California’s Central Valley that has been a Republican stronghold and is known for being represented by former House Speaker Kevin McCarthy.
  • C. California's 23rd congressional district
    California's 23rd congressional district is a U.S. House district in California’s southern Central Valley and High Desert region, long considered a Republican stronghold.
  • D. California's 28th congressional district
    California's 28th congressional district is a U.S. House district in Southern California that includes parts of Los Angeles and surrounding communities such as Altadena.
  • E. California's 15th congressional district
    California's 15th congressional district is a U.S. House district in California’s San Francisco Bay Area that has historically been a Democratic-leaning, urban-suburban seat.
  • 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_69c69f316e50819081a271c85c06f918 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f91ec780819099de6227a27bf5a5 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8683baa248190964922e0add0b697 completed March 28, 2026, 11:46 p.m.
NEDg Description generation batch_69c869676d908190bc93f6f6783f1102 completed March 28, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69c869c54ad08190ba42231080d0e9f3 completed March 28, 2026, 11:52 p.m.
Created at: March 27, 2026, 3:51 p.m.