Triple
T816299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FastAPI |
E17658
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Sebastián Ramírez
Sebastián Ramírez is a software developer best known for creating the modern, high-performance Python web framework FastAPI.
|
E110131
|
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: Sebastián Ramírez | Statement: [FastAPI, creator, Sebastián Ramírez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sebastián Ramírez Context triple: [FastAPI, creator, Sebastián Ramírez]
-
A.
Juan Almeida Bosque
Juan Almeida Bosque was a prominent Cuban revolutionary commander and longtime political leader who fought alongside Fidel Castro and later held senior positions in Cuba’s government and Communist Party.
-
B.
Julián Felipe
Julián Felipe was a Filipino composer best known for writing the music of the Philippine national anthem.
-
C.
Jorge Campuzano
Jorge Campuzano was a Mexican architect best known for co-designing Mexico City’s iconic National Museum of Anthropology, a landmark of modernist museum architecture.
-
D.
Carlos Lage Dávila
Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
-
E.
Pascal Restrepo
Pascal Restrepo is an economist known for his research on automation, labor markets, and technological change, often in collaboration with Daron Acemoglu.
- 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: Sebastián Ramírez Triple: [FastAPI, creator, Sebastián Ramírez]
Generated description
Sebastián Ramírez is a software developer best known for creating the modern, high-performance Python web framework FastAPI.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sebastián Ramírez Target entity description: Sebastián Ramírez is a software developer best known for creating the modern, high-performance Python web framework FastAPI.
-
A.
Juan Almeida Bosque
Juan Almeida Bosque was a prominent Cuban revolutionary commander and longtime political leader who fought alongside Fidel Castro and later held senior positions in Cuba’s government and Communist Party.
-
B.
Julián Felipe
Julián Felipe was a Filipino composer best known for writing the music of the Philippine national anthem.
-
C.
Jorge Campuzano
Jorge Campuzano was a Mexican architect best known for co-designing Mexico City’s iconic National Museum of Anthropology, a landmark of modernist museum architecture.
-
D.
Carlos Lage Dávila
Carlos Lage Dávila is a Cuban politician and former vice president who was once considered a key architect of Cuba’s economic policies and a potential successor to Fidel Castro.
-
E.
Pascal Restrepo
Pascal Restrepo is an economist known for his research on automation, labor markets, and technological change, often in collaboration with Daron Acemoglu.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab5157b08190b6c8f2fd455f261e |
completed | March 1, 2026, 9:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7edfcb7a88190b3670c6ef2b93609 |
completed | March 4, 2026, 8:31 a.m. |
| NEDg | Description generation | batch_69a7f72ae04c81908ede9a57670cd995 |
completed | March 4, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7f7cf9310819090384bbd7f45ca38 |
completed | March 4, 2026, 9:13 a.m. |
Created at: March 1, 2026, 7:38 p.m.