Triple
T5476124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Berkeley |
E122957
|
entity |
| Predicate | representedIn |
P795
|
FINISHED |
| Object |
Berkeley City Council District 3
Berkeley City Council District 3 is a municipal electoral district in Berkeley, California, encompassing much of South Berkeley and electing a representative to the city council.
|
E524076
|
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: Berkeley City Council District 3 | Statement: [South Berkeley, representedIn, Berkeley City Council District 3]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkeley City Council District 3 Context triple: [South Berkeley, representedIn, Berkeley City Council District 3]
-
A.
Berkeley City Council District 2
Berkeley City Council District 2 is a local electoral district in Berkeley, California, that includes much of South Berkeley and elects one member to the city council.
-
B.
Berkeley City Council
The Berkeley City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Berkeley, California.
-
C.
City of Berkeley government
The City of Berkeley government is the municipal authority responsible for administering public services, local laws, and community planning for Berkeley, California.
-
D.
Berkeley Police Department
The Berkeley Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Berkeley, California.
-
E.
West Berkeley
West Berkeley is a historically industrial and increasingly mixed-use neighborhood on the western waterfront of Berkeley, California, known for its arts scene, tech and artisan businesses, and proximity to the San Francisco Bay.
- 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: Berkeley City Council District 3 Triple: [South Berkeley, representedIn, Berkeley City Council District 3]
Generated description
Berkeley City Council District 3 is a municipal electoral district in Berkeley, California, encompassing much of South Berkeley and electing a representative to the city council.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkeley City Council District 3 Target entity description: Berkeley City Council District 3 is a municipal electoral district in Berkeley, California, encompassing much of South Berkeley and electing a representative to the city council.
-
A.
Berkeley City Council District 2
Berkeley City Council District 2 is a local electoral district in Berkeley, California, that includes much of South Berkeley and elects one member to the city council.
-
B.
Berkeley City Council
The Berkeley City Council is the elected legislative body responsible for setting policy, passing local laws, and overseeing the municipal government of Berkeley, California.
-
C.
City of Berkeley government
The City of Berkeley government is the municipal authority responsible for administering public services, local laws, and community planning for Berkeley, California.
-
D.
Berkeley Police Department
The Berkeley Police Department is the municipal law enforcement agency responsible for public safety and crime prevention in the city of Berkeley, California.
-
E.
West Berkeley
West Berkeley is a historically industrial and increasingly mixed-use neighborhood on the western waterfront of Berkeley, California, known for its arts scene, tech and artisan businesses, and proximity to the San Francisco Bay.
- 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd923639bc81909a83dd4fcaa8c636 |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf6c7a61848190970a4e34696791eb |
completed | March 22, 2026, 4:13 a.m. |
| NEDg | Description generation | batch_69bf6d9f672c8190a199a98a5857bafc |
completed | March 22, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf6de470348190b67c4d5b38c974cf |
completed | March 22, 2026, 4:19 a.m. |
Created at: March 20, 2026, 2:09 p.m.