Triple
T4442981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | rbenv |
E96214
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Sam Stephenson
Sam Stephenson is a software developer best known for creating the rbenv Ruby version management tool and contributing to various open-source projects.
|
E446459
|
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: Sam Stephenson | Statement: [rbenv, createdBy, Sam Stephenson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Stephenson Context triple: [rbenv, createdBy, Sam Stephenson]
-
A.
James Staniford
James Staniford is a central character in William Dean Howells’s novel "The Lady of the Aroostook," serving as the intelligent, somewhat skeptical American gentleman whose evolving feelings toward the heroine drive much of the story’s romantic and social drama.
-
B.
William Stephens
William Stephens was an American politician who served as the 24th governor of California from 1917 to 1923.
-
C.
Samuel Shellabarger
Samuel Shellabarger was an American novelist and historian best known for his popular mid-20th-century historical adventure novels.
-
D.
Robert Stephens
Robert Stephens is the anglicized name of Robert Estienne, a renowned 16th-century French printer and classical scholar noted for his critical editions of the Bible and Latin texts.
-
E.
Robert Stephens
Robert Stephens was a distinguished British stage and film actor, known for his work with the Royal National Theatre and roles in classic Shakespearean productions.
- 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: Sam Stephenson Triple: [rbenv, createdBy, Sam Stephenson]
Generated description
Sam Stephenson is a software developer best known for creating the rbenv Ruby version management tool and contributing to various open-source projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Stephenson Target entity description: Sam Stephenson is a software developer best known for creating the rbenv Ruby version management tool and contributing to various open-source projects.
-
A.
James Staniford
James Staniford is a central character in William Dean Howells’s novel "The Lady of the Aroostook," serving as the intelligent, somewhat skeptical American gentleman whose evolving feelings toward the heroine drive much of the story’s romantic and social drama.
-
B.
William Stephens
William Stephens was an American politician who served as the 24th governor of California from 1917 to 1923.
-
C.
Samuel Shellabarger
Samuel Shellabarger was an American novelist and historian best known for his popular mid-20th-century historical adventure novels.
-
D.
Robert Stephens
Robert Stephens is the anglicized name of Robert Estienne, a renowned 16th-century French printer and classical scholar noted for his critical editions of the Bible and Latin texts.
-
E.
Robert Stephens
Robert Stephens was a distinguished British stage and film actor, known for his work with the Royal National Theatre and roles in classic Shakespearean productions.
- 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_69bd679169748190bb5f23211e4556cd |
completed | March 20, 2026, 3:28 p.m. |
| NEDg | Description generation | batch_69bd6a34492081908a142551665763f3 |
completed | March 20, 2026, 3:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd6a9f0db48190a6cbe95c1d6d959c |
completed | March 20, 2026, 3:41 p.m. |
Created at: March 12, 2026, 11:32 p.m.