Triple

T2128166
Position Surface form Disambiguated ID Type / Status
Subject Shakespeare and Company (Paris bookshop) E46471 entity
Predicate nickname P55 FINISHED
Object Tumbleweeds program
The Tumbleweeds program is a community initiative of the Shakespeare and Company bookshop in Paris that supports and engages aspiring writers and literary enthusiasts through events, resources, and a sense of shared creative identity.
E237768 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: Tumbleweeds program | Statement: [Shakespeare and Company (Paris bookshop), nickname, Tumbleweeds program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tumbleweeds program
Context triple: [Shakespeare and Company (Paris bookshop), nickname, Tumbleweeds program]
  • A. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • B. Pylons Project
    Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
  • C. Upstart
    Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
  • D. Pumlumon Project
    The Pumlumon Project is a large-scale conservation and habitat restoration initiative in the Plynlimon uplands of mid-Wales, focused on enhancing biodiversity, improving water management, and supporting sustainable land use.
  • E. Burning Man Project
    Burning Man Project is the nonprofit organization that oversees and stewards the annual Burning Man event and its broader global arts and community initiatives.
  • 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: Tumbleweeds program
Triple: [Shakespeare and Company (Paris bookshop), nickname, Tumbleweeds program]
Generated description
The Tumbleweeds program is a community initiative of the Shakespeare and Company bookshop in Paris that supports and engages aspiring writers and literary enthusiasts through events, resources, and a sense of shared creative identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tumbleweeds program
Target entity description: The Tumbleweeds program is a community initiative of the Shakespeare and Company bookshop in Paris that supports and engages aspiring writers and literary enthusiasts through events, resources, and a sense of shared creative identity.
  • A. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • B. Pylons Project
    Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
  • C. Upstart
    Upstart is an event-based init daemon developed for Linux systems to manage services and system startup and shutdown.
  • D. Pumlumon Project
    The Pumlumon Project is a large-scale conservation and habitat restoration initiative in the Plynlimon uplands of mid-Wales, focused on enhancing biodiversity, improving water management, and supporting sustainable land use.
  • E. Burning Man Project
    Burning Man Project is the nonprofit organization that oversees and stewards the annual Burning Man event and its broader global arts and community initiatives.
  • 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_69a88a1626548190ae59a5028c3baa8e completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abbb75033881909b16659fc73945ef completed March 7, 2026, 5:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae51a36398819081df18cc18bc3456 completed March 9, 2026, 4:50 a.m.
NEDg Description generation batch_69ae528634608190bf10e3abf5a2c2d9 completed March 9, 2026, 4:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae536431bc8190b9f293d74046cb27 completed March 9, 2026, 4:58 a.m.
Created at: March 4, 2026, 7:44 p.m.