Triple
T17522212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 503 |
E426701
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Alex Grönholm
Alex Grönholm is a software developer and open-source contributor known for his work in the Python ecosystem, including authorship of PEP 503.
|
E1274419
|
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: Alex Grönholm | Statement: [PEP 503, createdBy, Alex Grönholm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alex Grönholm Context triple: [PEP 503, createdBy, Alex Grönholm]
-
A.
Kalle Rovanperä
Kalle Rovanperä is a Finnish rally driver and World Rally Champion known for becoming one of the youngest stars in the history of the World Rally Championship.
-
B.
Tapio Hovinen
Tapio Hovinen is a Finnish individual whose given name is Tapio.
-
C.
Juho Hänninen
Juho Hänninen is a Finnish rally driver best known for competing at the top level of the World Rally Championship, including stints with the factory Toyota team.
-
D.
Timo Jukola
Timo Jukola is one of the central Jukola brothers in Aleksis Kivi’s classic Finnish novel "Seven Brothers," known for his impulsive nature and role in the brothers’ tumultuous journey toward maturity and civilization.
-
E.
Matti Mäkinen
Matti Mäkinen is a Finnish municipal administrator who serves as the municipal manager of Kuortane.
- 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: Alex Grönholm Triple: [PEP 503, createdBy, Alex Grönholm]
Generated description
Alex Grönholm is a software developer and open-source contributor known for his work in the Python ecosystem, including authorship of PEP 503.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Alex Grönholm Target entity description: Alex Grönholm is a software developer and open-source contributor known for his work in the Python ecosystem, including authorship of PEP 503.
-
A.
Kalle Rovanperä
Kalle Rovanperä is a Finnish rally driver and World Rally Champion known for becoming one of the youngest stars in the history of the World Rally Championship.
-
B.
Tapio Hovinen
Tapio Hovinen is a Finnish individual whose given name is Tapio.
-
C.
Juho Hänninen
Juho Hänninen is a Finnish rally driver best known for competing at the top level of the World Rally Championship, including stints with the factory Toyota team.
-
D.
Timo Jukola
Timo Jukola is one of the central Jukola brothers in Aleksis Kivi’s classic Finnish novel "Seven Brothers," known for his impulsive nature and role in the brothers’ tumultuous journey toward maturity and civilization.
-
E.
Matti Mäkinen
Matti Mäkinen is a Finnish municipal administrator who serves as the municipal manager of Kuortane.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d2f79881909556894728e255ab |
completed | April 19, 2026, 3:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c9452ab08190a0539964b1b90f86 |
completed | May 11, 2026, 12:19 p.m. |
| NEDg | Description generation | batch_6a01cabea2b48190a690b17a88d45b40 |
completed | May 11, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01cefa08f8819086cb86ce22193baa |
completed | May 11, 2026, 12:43 p.m. |
Created at: April 10, 2026, 5:49 a.m.