Triple
T7569094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fiona Ma |
E179193
|
entity |
| Predicate | represents |
P129
|
FINISHED |
| Object | California's 12th Assembly District |
E101657
|
NE FINISHED |
How this triple was built (2 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 12th Assembly District | Statement: [Fiona Ma, represents, California's 12th Assembly District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: California's 12th Assembly District Context triple: [Fiona Ma, represents, California's 12th Assembly District]
-
A.
California's 12th congressional district
California's 12th congressional district is a U.S. House district centered in San Francisco, long known as a strongly Democratic, urban, and liberal stronghold.
-
B.
California State Assembly District 12
chosen
California State Assembly District 12 is a California legislative district that includes parts of Marin County and elects a representative to the California State Assembly.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c8616207f88190834dc2412001af3f |
completed | March 28, 2026, 11:16 p.m. |
Created at: March 27, 2026, 3:51 p.m.