Triple
T4442877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minitest |
E96212
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Ryan Davis
Ryan Davis is a Ruby developer best known for creating the Minitest testing framework.
|
E440642
|
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: Ryan Davis | Statement: [Minitest, author, Ryan Davis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Davis Context triple: [Minitest, author, Ryan Davis]
-
A.
Aaron Davis
Aaron Davis is a British rapper and actor best known by his stage name Bugzy Malone, a prominent figure in the UK grime scene.
-
B.
Aaron Davis
Aaron Davis is a Marvel Comics character, often depicted as a career criminal and the uncle of Miles Morales, whose actions significantly influence Miles’s journey to becoming Spider-Man.
-
C.
Nick Davis
Nick Davis is an American documentary filmmaker and author known for exploring cultural and historical subjects, including works related to his prominent Mankiewicz family heritage.
-
D.
Kevin Davis
Kevin Davis is a Canadian municipal politician who serves as the mayor of Brantford, Ontario.
-
E.
Garrett Davis
Garrett Davis was a 19th-century American politician and lawyer who served as a U.S. Representative and later as a U.S. Senator from Kentucky.
- 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: Ryan Davis Triple: [Minitest, author, Ryan Davis]
Generated description
Ryan Davis is a Ruby developer best known for creating the Minitest testing framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Davis Target entity description: Ryan Davis is a Ruby developer best known for creating the Minitest testing framework.
-
A.
Aaron Davis
Aaron Davis is a Marvel Comics character, often depicted as a career criminal and the uncle of Miles Morales, whose actions significantly influence Miles’s journey to becoming Spider-Man.
-
B.
Aaron Davis
Aaron Davis is a British rapper and actor best known by his stage name Bugzy Malone, a prominent figure in the UK grime scene.
-
C.
Nick Davis
Nick Davis is an American documentary filmmaker and author known for exploring cultural and historical subjects, including works related to his prominent Mankiewicz family heritage.
-
D.
Kevin Davis
Kevin Davis is a Canadian municipal politician who serves as the mayor of Brantford, Ontario.
-
E.
Garrett Davis
Garrett Davis was a 19th-century American politician and lawyer who served as a U.S. Representative and later as a U.S. Senator from Kentucky.
- 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355aef21c819088f168a23f1933a6 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b61382d00481908b7c84f337b5cad7 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6177d1a588190991fddf506239d22 |
completed | March 15, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61b6bc1448190b30d444a821bb1a5 |
completed | March 15, 2026, 2:37 a.m. |
Created at: March 12, 2026, 11:32 p.m.