Triple

T4818657
Position Surface form Disambiguated ID Type / Status
Subject Lawrence, Kansas E107652 entity
Predicate hasFestival P3113 FINISHED
Object Downtown Lawrence Final Fridays art events
Downtown Lawrence Final Fridays art events are a recurring community arts celebration in Lawrence, Kansas, featuring gallery openings, live performances, and creative activities throughout the downtown area.
 E471870 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: Downtown Lawrence Final Fridays art events | Statement: [Lawrence, Kansas, hasFestival, Downtown Lawrence Final Fridays art events]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Downtown Lawrence Final Fridays art events
Context triple: [Lawrence, Kansas, hasFestival, Downtown Lawrence Final Fridays art events]
  • A. Last Fridays art walk
    Last Fridays art walk is a recurring community arts event in Hillsborough, North Carolina, featuring local galleries, artists, live music, and downtown businesses staying open late.
  • B. First Fridays
    First Fridays is a popular monthly community event on Abbot Kinney Boulevard in Venice, Los Angeles, featuring art, food trucks, shopping, and live entertainment.
  • C. First Friday Art Walk (along the Arts District)
    First Friday Art Walk (along the Arts District) is a monthly community arts event in Portland, Maine, where galleries, studios, and local businesses open their doors for public art viewing, performances, and cultural activities.
  • D. Leimert Park Art Walk
    Leimert Park Art Walk is a recurring community arts and culture event in Los Angeles that showcases local Black artists, musicians, and performers throughout the Leimert Park neighborhood.
  • E. Second Saturday art events
    Second Saturday art events are monthly community-wide arts celebrations in Beacon, New York, featuring gallery openings, performances, and extended hours at local cultural venues.
  • 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: Downtown Lawrence Final Fridays art events
Triple: [Lawrence, Kansas, hasFestival, Downtown Lawrence Final Fridays art events]
Generated description
Downtown Lawrence Final Fridays art events are a recurring community arts celebration in Lawrence, Kansas, featuring gallery openings, live performances, and creative activities throughout the downtown area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Downtown Lawrence Final Fridays art events
Target entity description: Downtown Lawrence Final Fridays art events are a recurring community arts celebration in Lawrence, Kansas, featuring gallery openings, live performances, and creative activities throughout the downtown area.
  • A. Last Fridays art walk
    Last Fridays art walk is a recurring community arts event in Hillsborough, North Carolina, featuring local galleries, artists, live music, and downtown businesses staying open late.
  • B. First Fridays
    First Fridays is a popular monthly community event on Abbot Kinney Boulevard in Venice, Los Angeles, featuring art, food trucks, shopping, and live entertainment.
  • C. First Friday Art Walk (along the Arts District)
    First Friday Art Walk (along the Arts District) is a monthly community arts event in Portland, Maine, where galleries, studios, and local businesses open their doors for public art viewing, performances, and cultural activities.
  • D. Leimert Park Art Walk
    Leimert Park Art Walk is a recurring community arts and culture event in Los Angeles that showcases local Black artists, musicians, and performers throughout the Leimert Park neighborhood.
  • E. Second Saturday art events
    Second Saturday art events are monthly community-wide arts celebrations in Beacon, New York, featuring gallery openings, performances, and extended hours at local cultural venues.
  • 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_69bd43f9efa081908314cb3e94fa1695 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c96f4dc81909e3186159b5c75ab completed March 20, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4dbbfe588190bae0aca210bea2bc completed March 21, 2026, 7:50 a.m.
NEDg Description generation batch_69be4f6ceb60819080dc1ee93950a7f0 completed March 21, 2026, 7:57 a.m.
NED2 Entity disambiguation (via description) batch_69be4fbc83188190af2c9767aa9272a7 completed March 21, 2026, 7:58 a.m.
Created at: March 20, 2026, 1:24 p.m.