Triple
T22945803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CA-30 |
E569861
|
entity |
| Predicate | hasRepresentative |
P192
|
FINISHED |
| Object |
Brad Sherman
Brad Sherman is a long-serving Democratic U.S. Representative from California known for his work on foreign affairs, financial regulation, and consumer protection.
|
E1561310
|
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: Brad Sherman | Statement: [CA-30, hasRepresentative, Brad Sherman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brad Sherman Context triple: [CA-30, hasRepresentative, Brad Sherman]
-
A.
Bradley Sherman
Bradley Sherman is an individual notable enough to be recognized as a bearer of the surname Sherman, though specific widely known public details about him are not clearly established.
-
B.
Duncan Hunter
Duncan Hunter is a conservative American politician and former U.S. Representative from California known for his strong defense and border security positions.
-
C.
Scott Peters
Scott Peters is a television writer and producer best known for co-creating the science fiction series "The 4400."
-
D.
Ed Royce
Ed Royce is an American Republican politician and former U.S. Representative from California who chaired the House Foreign Affairs Committee.
-
E.
Vern Ehlers
Vern Ehlers was a Republican physicist-turned-politician who represented Michigan in the U.S. House of Representatives for nearly two decades.
- 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: Brad Sherman Triple: [CA-30, hasRepresentative, Brad Sherman]
Generated description
Brad Sherman is a long-serving Democratic U.S. Representative from California known for his work on foreign affairs, financial regulation, and consumer protection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brad Sherman Target entity description: Brad Sherman is a long-serving Democratic U.S. Representative from California known for his work on foreign affairs, financial regulation, and consumer protection.
-
A.
Bradley Sherman
Bradley Sherman is an individual notable enough to be recognized as a bearer of the surname Sherman, though specific widely known public details about him are not clearly established.
-
B.
Duncan Hunter
Duncan Hunter is a conservative American politician and former U.S. Representative from California known for his strong defense and border security positions.
-
C.
Scott Peters
Scott Peters is a television writer and producer best known for co-creating the science fiction series "The 4400."
-
D.
Ed Royce
Ed Royce is an American Republican politician and former U.S. Representative from California who chaired the House Foreign Affairs Committee.
-
E.
Vern Ehlers
Vern Ehlers was a Republican physicist-turned-politician who represented Michigan in the U.S. House of Representatives for nearly two decades.
- 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_69e2459199d08190a8184ee2aa935842 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1819d2d7881909e6390717ff79df0 |
completed | April 29, 2026, 3:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bc256bd7481908e442eaf68aac843 |
completed | May 19, 2026, 1:52 a.m. |
| NEDg | Description generation | batch_6a0bc35d22e08190b6856e0383cafced |
completed | May 19, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bc3ab13c88190a904c8664e685514 |
completed | May 19, 2026, 1:58 a.m. |
Created at: April 17, 2026, 3:45 p.m.