Triple

T4853554
Position Surface form Disambiguated ID Type / Status
Subject Bancroft Way E108477 entity
Predicate intersects P1018 FINISHED
Object Shattuck Avenue
Shattuck Avenue is a major commercial and transportation corridor running through downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
 E674212 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: Shattuck Avenue | Statement: [Bancroft Way, intersects, Shattuck Avenue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shattuck Avenue
Context triple: [Bancroft Way, intersects, Shattuck Avenue]
  • A. University Avenue
    University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
  • B. Liberty Avenue
    Liberty Avenue is a central pedestrian boulevard in Kaunas, Lithuania, known for its shops, cafes, and cultural landmarks.
  • C. Lincoln Avenue
    Lincoln Avenue is a notable street within the Santa Fe Historic District, known for its proximity to the historic Plaza and its mix of cultural, commercial, and architectural landmarks.
  • D. Morningside Avenue
    Morningside Avenue is a major north–south arterial road in Toronto, Ontario, running through the Scarborough district and connecting residential neighborhoods with key institutions and highways.
  • E. Dayton Way
    Dayton Way is a street in Beverly Hills, California, known for intersecting the luxury shopping district around Rodeo Drive.
  • 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: Shattuck Avenue
Triple: [Bancroft Way, intersects, Shattuck Avenue]
Generated description
Shattuck Avenue is a major commercial and transportation corridor running through downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shattuck Avenue
Target entity description: Shattuck Avenue is a major commercial and transportation corridor running through downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
  • A. University Avenue
    University Avenue is a major north–south thoroughfare in downtown Toronto known for its wide, ceremonial boulevard lined with important civic, medical, and cultural institutions.
  • B. Liberty Avenue
    Liberty Avenue is a central pedestrian boulevard in Kaunas, Lithuania, known for its shops, cafes, and cultural landmarks.
  • C. Lincoln Avenue
    Lincoln Avenue is a notable street within the Santa Fe Historic District, known for its proximity to the historic Plaza and its mix of cultural, commercial, and architectural landmarks.
  • D. Morningside Avenue
    Morningside Avenue is a major north–south arterial road in Toronto, Ontario, running through the Scarborough district and connecting residential neighborhoods with key institutions and highways.
  • E. Dayton Way
    Dayton Way is a street in Beverly Hills, California, known for intersecting the luxury shopping district around Rodeo Drive.
  • 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_69bd440a89548190a5f14ba6da6b97dc completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d3b00fc81909bdb95eb9648c907 completed March 20, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86117b56881909168f39747504797 completed March 28, 2026, 11:15 p.m.
NEDg Description generation batch_69c861c305c08190a09589d840aba410 completed March 28, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69c8627e9a6c8190baf4e8bb113845f1 completed March 28, 2026, 11:21 p.m.
Created at: March 20, 2026, 1:26 p.m.