Triple
T5476113
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Berkeley |
E122957
|
entity |
| Predicate | adjacentTo |
P224
|
FINISHED |
| Object |
Central Berkeley
Central Berkeley is a central neighborhood in Berkeley, California, encompassing much of the city’s downtown commercial, cultural, and transit hub.
|
E155964
|
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: Central Berkeley | Statement: [South Berkeley, adjacentTo, Central Berkeley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Berkeley Context triple: [South Berkeley, adjacentTo, Central Berkeley]
-
A.
South Berkeley
South Berkeley is a diverse, historically significant residential neighborhood in the southern part of Berkeley, California, known for its cultural vibrancy and community activism.
-
B.
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.
-
C.
Downtown Berkeley
Downtown Berkeley is the city’s central commercial and cultural district, known for its shops, restaurants, arts venues, and proximity to the UC Berkeley campus and BART station.
-
D.
North Berkeley
North Berkeley is a primarily residential neighborhood in the northern part of Berkeley, California, known for its quiet streets, proximity to the Gourmet Ghetto, and easy access to the University of California, Berkeley.
-
E.
Northside neighborhood of Berkeley
The Northside neighborhood of Berkeley is a historically student-oriented residential and commercial district just north of UC Berkeley, known for its dense housing, eateries, and proximity to campus.
- 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: Central Berkeley Triple: [South Berkeley, adjacentTo, Central Berkeley]
Generated description
Central Berkeley is a central neighborhood in Berkeley, California, encompassing much of the city’s downtown commercial, cultural, and transit hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Berkeley Target entity description: Central Berkeley is a central neighborhood in Berkeley, California, encompassing much of the city’s downtown commercial, cultural, and transit hub.
-
A.
South Berkeley
South Berkeley is a diverse, historically significant residential neighborhood in the southern part of Berkeley, California, known for its cultural vibrancy and community activism.
-
B.
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.
-
C.
Downtown Berkeley
chosen
Downtown Berkeley is the city’s central commercial and cultural district, known for its shops, restaurants, arts venues, and proximity to the UC Berkeley campus and BART station.
-
D.
North Berkeley
North Berkeley is a primarily residential neighborhood in the northern part of Berkeley, California, known for its quiet streets, proximity to the Gourmet Ghetto, and easy access to the University of California, Berkeley.
-
E.
Northside neighborhood of Berkeley
The Northside neighborhood of Berkeley is a historically student-oriented residential and commercial district just north of UC Berkeley, known for its dense housing, eateries, and proximity to campus.
- F. None of above.
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_69bf489d7f94819095af2fe23a0b35b9 |
completed | March 22, 2026, 1:40 a.m. |
| NEDg | Description generation | batch_69bf49e10e588190bd5073142202f8fd |
completed | March 22, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf4ad191b881909f4b271deb335586 |
completed | March 22, 2026, 1:50 a.m. |
Created at: March 20, 2026, 2:09 p.m.