Triple

T513026
Position Surface form Disambiguated ID Type / Status
Subject Leon Trotsky E10646 entity
Predicate notableWork P4 FINISHED
Object The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
E64100 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: The Transitional Program | Statement: [Leon Trotsky, notableWork, The Transitional Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Transitional Program
Context triple: [Leon Trotsky, notableWork, The Transitional Program]
  • A. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • B. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • C. Graduation
    Graduation is Kanye West’s critically acclaimed 2007 studio album that blends hip hop with electronic and pop influences and features hits like “Stronger” and “Good Life.”
  • D. 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.
  • E. Pioneer program
    The Pioneer program was a series of early NASA space missions that sent robotic probes to study the outer planets and the outer regions of the Solar System, including the first spacecraft to travel through the asteroid belt and make direct observations of Jupiter and Saturn.
  • 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: The Transitional Program
Triple: [Leon Trotsky, notableWork, The Transitional Program]
Generated description
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Transitional Program
Target entity description: The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
  • A. Bridging the Gap
    "Bridging the Gap" is the second studio album by American hip hop group the Black Eyed Peas, showcasing their early alternative hip hop sound before their mainstream pop breakthrough.
  • B. Project 211
    Project 211 is a Chinese government initiative launched to strengthen about 100 key universities and colleges in the 21st century by prioritizing them for additional funding and development.
  • C. Graduation
    Graduation is Kanye West’s critically acclaimed 2007 studio album that blends hip hop with electronic and pop influences and features hits like “Stronger” and “Good Life.”
  • D. 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.
  • E. Pioneer program
    The Pioneer program was a series of early NASA space missions that sent robotic probes to study the outer planets and the outer regions of the Solar System, including the first spacecraft to travel through the asteroid belt and make direct observations of Jupiter and Saturn.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1804e908190a1d34ac952e84a3f completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4a14e37208190b4df8e75b6fe03fb completed March 1, 2026, 8:27 p.m.
NEDg Description generation batch_69a4a1d418d48190b69a8dc3f3554afc completed March 1, 2026, 8:30 p.m.
NED2 Entity disambiguation (via description) batch_69a4a27329fc8190aeb227266396c1a7 completed March 1, 2026, 8:32 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.