Triple
T825378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flask |
E17841
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Pallets Projects
Pallets Projects is an open-source organization best known for creating and maintaining the Flask web framework and related Python tooling.
|
E96621
|
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: Pallets Projects | Statement: [Flask, developer, Pallets Projects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pallets Projects Context triple: [Flask, developer, Pallets Projects]
-
A.
PLAF
PLAF is an abbreviation commonly used to refer to the Polish Air Force, the air warfare branch of Poland’s armed forces.
-
B.
Burning Man Project
Burning Man Project is the nonprofit organization that oversees and stewards the annual Burning Man event and its broader global arts and community initiatives.
-
C.
PLA
The PLA is the unified military organization of the People's Republic of China, encompassing its ground, naval, air, rocket, and strategic support forces.
-
D.
PiTaPa
PiTaPa is a rechargeable contactless smart card system used for fare payment on public transportation networks in the Kansai region of Japan.
-
E.
GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
- 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: Pallets Projects Triple: [Flask, developer, Pallets Projects]
Generated description
Pallets Projects is an open-source organization best known for creating and maintaining the Flask web framework and related Python tooling.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pallets Projects Target entity description: Pallets Projects is an open-source organization best known for creating and maintaining the Flask web framework and related Python tooling.
-
A.
PLAF
PLAF is an abbreviation commonly used to refer to the Polish Air Force, the air warfare branch of Poland’s armed forces.
-
B.
Burning Man Project
Burning Man Project is the nonprofit organization that oversees and stewards the annual Burning Man event and its broader global arts and community initiatives.
-
C.
PLA
The PLA is the unified military organization of the People's Republic of China, encompassing its ground, naval, air, rocket, and strategic support forces.
-
D.
PiTaPa
PiTaPa is a rechargeable contactless smart card system used for fare payment on public transportation networks in the Kansai region of Japan.
-
E.
GitHub Packages
GitHub Packages is a software package hosting and management service integrated into GitHub, enabling developers to publish, share, and reuse packages alongside their source code and workflows.
- 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_69a4937c9c188190aaa216f6b466f452 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4ab7eb0a08190889463edb0e7bd59 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d9577f081908aa31b1926e04bb8 |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a78204c1208190b2d2d19cdea93b57 |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a78648601881908bfcb9390ac4d6d2 |
completed | March 4, 2026, 1:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.