Triple
T2301346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 622 |
E51738
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Brandt Bucher
Brandt Bucher is a Python core developer known for his work on language features such as structural pattern matching, including contributions to PEP 622.
|
E253901
|
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: Brandt Bucher | Statement: [PEP 622, author, Brandt Bucher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brandt Bucher Context triple: [PEP 622, author, Brandt Bucher]
-
A.
Brett Veach
Brett Veach is an American football executive best known for building multiple Super Bowl–winning rosters as the general manager of the Kansas City Chiefs.
-
B.
Richie Bucher
Richie Bucher is an artist best known for creating the cover artwork for Green Day’s breakthrough album "Dookie."
-
C.
Randy Woods
Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
-
D.
Richie Keen
Richie Keen is an American film and television director and actor best known for directing the comedy film "Fist Fight" and for his work on various TV comedies.
-
E.
Rulon Jeffs
Rulon Jeffs was the longtime prophet and president of the Fundamentalist Church of Jesus Christ of Latter-Day Saints, known for leading the polygamist sect before his son Warren Jeffs.
- 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: Brandt Bucher Triple: [PEP 622, author, Brandt Bucher]
Generated description
Brandt Bucher is a Python core developer known for his work on language features such as structural pattern matching, including contributions to PEP 622.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brandt Bucher Target entity description: Brandt Bucher is a Python core developer known for his work on language features such as structural pattern matching, including contributions to PEP 622.
-
A.
Brett Veach
Brett Veach is an American football executive best known for building multiple Super Bowl–winning rosters as the general manager of the Kansas City Chiefs.
-
B.
Richie Bucher
Richie Bucher is an artist best known for creating the cover artwork for Green Day’s breakthrough album "Dookie."
-
C.
Randy Woods
Randy Woods is a former American basketball player best known as a standout guard at La Salle University who went on to play in the NBA.
-
D.
Richie Keen
Richie Keen is an American film and television director and actor best known for directing the comedy film "Fist Fight" and for his work on various TV comedies.
-
E.
Rulon Jeffs
Rulon Jeffs was the longtime prophet and president of the Fundamentalist Church of Jesus Christ of Latter-Day Saints, known for leading the polygamist sect before his son Warren Jeffs.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5ef51948190ae828d8ee02feb75 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f31356c81909c563d88d472e05f |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae7fd78ee48190990fc7b5034b662b |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80dadf208190913211329a40b4ee |
completed | March 9, 2026, 8:12 a.m. |
Created at: March 4, 2026, 7:49 p.m.