Triple

T6792347
Position Surface form Disambiguated ID Type / Status
Subject Downtown Berkeley E155964 entity
Predicate hasCulturalVenue P105 FINISHED
Object Aurora Theatre Company
Aurora Theatre Company is an intimate, critically acclaimed professional theater company in Berkeley, California, known for producing contemporary and classic plays with a focus on thought-provoking, actor-centered storytelling.
 E619907 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: Aurora Theatre Company | Statement: [Downtown Berkeley, hasCulturalVenue, Aurora Theatre Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aurora Theatre Company
Context triple: [Downtown Berkeley, hasCulturalVenue, Aurora Theatre Company]
  • A. Purple Rose Theatre Company
    Purple Rose Theatre Company is a nonprofit professional theater in Chelsea, Michigan, known for producing new American plays and fostering Midwestern theatrical talent.
  • B. Crossroads Theatre Company
    Crossroads Theatre Company is a renowned African American theater company known for producing and promoting Black theater and playwrights in the United States.
  • C. Northlight Theatre
    Northlight Theatre is a prominent regional theater company based in the Chicago area, known for producing contemporary plays and musicals, including notable premieres.
  • D. Persephone Theatre
    Persephone Theatre is a prominent professional theatre company and performing arts venue in Saskatoon, Saskatchewan, known for staging contemporary and classic plays.
  • E. Chautauqua Theater Company
    Chautauqua Theater Company is a professional summer theater organization known for producing classic and contemporary plays as part of the Chautauqua Institution’s seasonal arts programming.
  • 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: Aurora Theatre Company
Triple: [Downtown Berkeley, hasCulturalVenue, Aurora Theatre Company]
Generated description
Aurora Theatre Company is an intimate, critically acclaimed professional theater company in Berkeley, California, known for producing contemporary and classic plays with a focus on thought-provoking, actor-centered storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aurora Theatre Company
Target entity description: Aurora Theatre Company is an intimate, critically acclaimed professional theater company in Berkeley, California, known for producing contemporary and classic plays with a focus on thought-provoking, actor-centered storytelling.
  • A. Purple Rose Theatre Company
    Purple Rose Theatre Company is a nonprofit professional theater in Chelsea, Michigan, known for producing new American plays and fostering Midwestern theatrical talent.
  • B. Crossroads Theatre Company
    Crossroads Theatre Company is a renowned African American theater company known for producing and promoting Black theater and playwrights in the United States.
  • C. Northlight Theatre
    Northlight Theatre is a prominent regional theater company based in the Chicago area, known for producing contemporary plays and musicals, including notable premieres.
  • D. Persephone Theatre
    Persephone Theatre is a prominent professional theatre company and performing arts venue in Saskatoon, Saskatchewan, known for staging contemporary and classic plays.
  • E. Chautauqua Theater Company
    Chautauqua Theater Company is a professional summer theater organization known for producing classic and contemporary plays as part of the Chautauqua Institution’s seasonal arts programming.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2ae4d1c819089ac6b3abf11a341 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a8eaefc819098e848b3012da749 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71ba85f608190b372a4dfe2cdc31c completed March 28, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69c71c91e08c81908be81efc2087464a completed March 28, 2026, 12:10 a.m.
Created at: March 27, 2026, 2:15 p.m.