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.