Triple
T21686689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Congressional Asian Pacific American Caucus |
E535247
|
entity |
| Predicate | hasChairperson |
P10
|
FINISHED |
| Object | Judy Chu |
—
|
NE NERFINISHED |
How this triple was built (3 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: Judy Chu | Statement: [Congressional Asian Pacific American Caucus, hasChairperson, Judy Chu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Judy Chu Context triple: [Congressional Asian Pacific American Caucus, hasChairperson, Judy Chu]
-
A.
Ted Lieu
Ted Lieu is a Democratic U.S. Representative from California known for his outspoken criticism of Donald Trump and active role in impeachment efforts.
-
B.
Michelle Yee
Michelle Yee is an American philanthropist and investor best known as the wife of LinkedIn co-founder Reid Hoffman.
-
C.
Chloe Angelides
Chloe Angelides is an American singer-songwriter and producer known for writing and featuring on pop and electronic dance tracks for artists such as Demi Lovato, Jason Derulo, and Marshmello.
-
D.
Katie Porter
Katie Porter is a U.S. politician and former law professor known for her tenure as a Democratic congresswoman from California and her sharp, data-driven questioning of corporate and government officials.
-
E.
Pramila Jayapal
Pramila Jayapal is a U.S. Representative from Washington known for her leadership on progressive issues such as immigration reform, healthcare, and economic justice.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Judy Chu Target entity description: Judy Chu is a U.S. Congresswoman from California and a prominent advocate for Asian American and Pacific Islander communities.
-
A.
Ted Lieu
Ted Lieu is a Democratic U.S. Representative from California known for his outspoken criticism of Donald Trump and active role in impeachment efforts.
-
B.
Michelle Yee
Michelle Yee is an American philanthropist and investor best known as the wife of LinkedIn co-founder Reid Hoffman.
-
C.
Chloe Angelides
Chloe Angelides is an American singer-songwriter and producer known for writing and featuring on pop and electronic dance tracks for artists such as Demi Lovato, Jason Derulo, and Marshmello.
-
D.
Katie Porter
Katie Porter is a U.S. politician and former law professor known for her tenure as a Democratic congresswoman from California and her sharp, data-driven questioning of corporate and government officials.
-
E.
Pramila Jayapal
Pramila Jayapal is a U.S. Representative from Washington known for her leadership on progressive issues such as immigration reform, healthcare, and economic justice.
- F. None of above. chosen
Provenance (2 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_69e0c469b6ec8190aee4cadd1527db91 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef96cb69f081908ed0c7ebea429898 |
completed | April 27, 2026, 5:03 p.m. |
Created at: April 16, 2026, 6:44 p.m.