Triple

T6762071
Position Surface form Disambiguated ID Type / Status
Subject West Berkeley E154616 entity
Predicate hasPolicyContext P11690 FINISHED
Object West Berkeley Plan
The West Berkeley Plan is a comprehensive land-use and development policy framework guiding the preservation of industry, arts, and mixed-use neighborhoods in Berkeley’s West Berkeley area.
E617520 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: West Berkeley Plan | Statement: [West Berkeley, hasPolicyContext, West Berkeley Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: West Berkeley Plan
Context triple: [West Berkeley, hasPolicyContext, West Berkeley Plan]
  • A. 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.
  • B. 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.
  • C. City of Berkeley Planning Department
    The City of Berkeley Planning Department is the municipal agency responsible for overseeing land use, development, and historic preservation, including the administration of the city’s landmark program.
  • D. 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.
  • E. 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.
  • 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: West Berkeley Plan
Triple: [West Berkeley, hasPolicyContext, West Berkeley Plan]
Generated description
The West Berkeley Plan is a comprehensive land-use and development policy framework guiding the preservation of industry, arts, and mixed-use neighborhoods in Berkeley’s West Berkeley area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: West Berkeley Plan
Target entity description: The West Berkeley Plan is a comprehensive land-use and development policy framework guiding the preservation of industry, arts, and mixed-use neighborhoods in Berkeley’s West Berkeley area.
  • A. 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.
  • B. 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.
  • C. City of Berkeley Planning Department
    The City of Berkeley Planning Department is the municipal agency responsible for overseeing land use, development, and historic preservation, including the administration of the city’s landmark program.
  • D. 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.
  • E. 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.
  • 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_69c688109c1c8190added9a221292af0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d21444dc8190a290af86c81e96a5 completed March 27, 2026, 6:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712b352d08190932bc99dd3d673ba completed March 27, 2026, 11:28 p.m.
NEDg Description generation batch_69c713842b9c8190ae31eba0bd449968 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71444e9ec8190a68531ed29fd9377 completed March 27, 2026, 11:35 p.m.
Created at: March 27, 2026, 2:12 p.m.