Triple
T16633326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California's 18th congressional district |
E404131
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object | Zoe Lofgren |
E670194
|
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: Zoe Lofgren | Statement: [California's 18th congressional district, hasRepresentative, Zoe Lofgren]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zoe Lofgren Context triple: [California's 18th congressional district, hasRepresentative, Zoe Lofgren]
-
A.
Zoe Lofgren
chosen
Zoe Lofgren is a long-serving Democratic U.S. Representative from California known for her leadership on immigration and technology policy and her prominent roles in major congressional investigations and impeachment proceedings.
-
B.
Amy Lofgren
Amy Lofgren is a music producer best known for her work on the album "Blue with Lou."
-
C.
Amy Loughren
Amy Loughren is a real-life American nurse and whistleblower whose role in exposing serial killer Charles Cullen inspired the central character in the film and book "The Good Nurse."
-
D.
Katharine Daly
Katharine Daly was the wife of early 20th-century Major League Baseball shortstop Ray Chapman, who played for the Cleveland Indians.
-
E.
Nancy Daly
Nancy Daly was a prominent Los Angeles philanthropist and civic leader known for her work on child welfare and education initiatives.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e378e7d4a48190a9b4a14ecbb2a14b |
completed | April 18, 2026, 12:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007dbe82b4819093b954567790bef7 |
completed | May 10, 2026, 12:44 p.m. |
Created at: April 10, 2026, 5:17 a.m.