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.