Triple

T2017548
Position Surface form Disambiguated ID Type / Status
Subject Strawberry Creek E44029 entity
Predicate crosses P416 FINISHED
Object Shattuck Avenue, Berkeley
Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
E224569 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, Berkeley | Statement: [Strawberry Creek, crosses, Shattuck Avenue, Berkeley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shattuck Avenue, Berkeley
Context triple: [Strawberry Creek, crosses, Shattuck Avenue, Berkeley]
  • A. Telegraph Avenue
    Telegraph Avenue is a famous street in Berkeley, California, known for its vibrant mix of student life, counterculture history, eclectic shops, and proximity to the University of California, Berkeley.
  • B. Vallejo Street
    Vallejo Street is a notable San Francisco street that runs through several neighborhoods, including the steep and scenic Russian Hill area.
  • C. College Avenue
    College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
  • D. Van Ness Avenue
    Van Ness Avenue is a major north–south thoroughfare in San Francisco known for its wide boulevard, historic architecture, and role as a key transportation corridor through the city.
  • E. 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.
  • 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, Berkeley
Triple: [Strawberry Creek, crosses, Shattuck Avenue, Berkeley]
Generated description
Shattuck Avenue in Berkeley is a major commercial and transportation corridor in 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, Berkeley
Target entity description: Shattuck Avenue in Berkeley is a major commercial and transportation corridor in downtown Berkeley, California, known for its shops, restaurants, and proximity to the University of California, Berkeley.
  • A. Telegraph Avenue
    Telegraph Avenue is a famous street in Berkeley, California, known for its vibrant mix of student life, counterculture history, eclectic shops, and proximity to the University of California, Berkeley.
  • B. Vallejo Street
    Vallejo Street is a notable San Francisco street that runs through several neighborhoods, including the steep and scenic Russian Hill area.
  • C. College Avenue
    College Avenue is a major thoroughfare in Ithaca, New York, that runs through the Collegetown neighborhood adjacent to Cornell University and serves as a key hub for student life, housing, and local businesses.
  • D. Van Ness Avenue
    Van Ness Avenue is a major north–south thoroughfare in San Francisco known for its wide boulevard, historic architecture, and role as a key transportation corridor through the city.
  • E. 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.
  • 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_69a8891201bc8190aca837be6de41579 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb8ce71788190ac21beff10b08122 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0af1547481909d5f2ca9c4715ace completed March 8, 2026, 11:49 p.m.
NEDg Description generation batch_69ae0b78340c8190897a8cbba418cb00 completed March 8, 2026, 11:51 p.m.
NED2 Entity disambiguation (via description) batch_69ae0c01b30c81908394e31aa3238bfa completed March 8, 2026, 11:53 p.m.
Created at: March 4, 2026, 7:38 p.m.