Triple

T1138808
Position Surface form Disambiguated ID Type / Status
Subject Pyramid E23401 entity
Predicate developer P73 FINISHED
Object Pylons Project
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
E129538 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: Pylons Project | Statement: [Pyramid, developer, Pylons Project]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pylons Project
Context triple: [Pyramid, developer, Pylons Project]
  • A. The Empire Project
    The Empire Project is a major historical study by John Darwin that analyzes the rise, structure, and decline of the British Empire in global context.
  • B. House of Special Purpose
    The House of Special Purpose was the fortified residence in Yekaterinburg where Russia’s last tsar, Nicholas II, and his family were imprisoned and ultimately executed in 1918.
  • C. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • D. The Capstone
    The Capstone is a former motto-associated nickname for the University of Alabama, reflecting its role as the pinnacle institution of the state's public education system.
  • E. The Representation Project
    The Representation Project is a nonprofit organization that uses film, education, and social media campaigns to challenge limiting gender stereotypes and promote gender equality in media and culture.
  • 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: Pylons Project
Triple: [Pyramid, developer, Pylons Project]
Generated description
Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pylons Project
Target entity description: Pylons Project is an open-source organization that develops and maintains Python web frameworks and related tools, including the Pyramid framework.
  • A. The Empire Project
    The Empire Project is a major historical study by John Darwin that analyzes the rise, structure, and decline of the British Empire in global context.
  • B. House of Special Purpose
    The House of Special Purpose was the fortified residence in Yekaterinburg where Russia’s last tsar, Nicholas II, and his family were imprisoned and ultimately executed in 1918.
  • C. The Energy Project
    The Energy Project is a consulting and training firm that helps organizations improve performance and employee well-being by managing energy rather than time.
  • D. The Capstone
    The Capstone is a former motto-associated nickname for the University of Alabama, reflecting its role as the pinnacle institution of the state's public education system.
  • E. The Representation Project
    The Representation Project is a nonprofit organization that uses film, education, and social media campaigns to challenge limiting gender stereotypes and promote gender equality in media and culture.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc25dda481909a26d726fdbdbb50 completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59b020d48190bc6ecbdb720c6779 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5a7599048190a46b0d560270ffa4 completed March 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69ac5af24a948190a37c832508149a48 completed March 7, 2026, 5:05 p.m.
Created at: March 1, 2026, 7:44 p.m.