Triple
T5923951
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Redux |
E131759
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Dan Abramov
Dan Abramov is a prominent software engineer and open-source developer best known for his work on React and for co-creating the popular state management library Redux.
|
E554878
|
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: Dan Abramov | Statement: [Redux, creator, Dan Abramov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Abramov Context triple: [Redux, creator, Dan Abramov]
-
A.
Tobias Koppers
Tobias Koppers is a German software engineer best known for creating Webpack, a widely used JavaScript module bundler in modern web development.
-
B.
Alexander Trager
Alexander "Tig" Trager is a volatile, fiercely loyal enforcer and Sergeant-at-Arms of the Sons of Anarchy Motorcycle Club in the television series "Sons of Anarchy."
-
C.
Alex Shnaider
Alex Shnaider is a Canadian businessman and investor best known for co-founding the Midland Group and briefly owning the Midland F1 Racing team in Formula One.
-
D.
Evan Czaplicki
Evan Czaplicki is a software engineer best known for designing and developing Elm, a functional programming language for building reliable web front-end applications.
-
E.
Adam Verver
Adam Verver is a wealthy American art collector and widower in Henry James's novel "The Golden Bowl," whose relationships with his daughter and her marriage drive much of the story's psychological drama.
- 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: Dan Abramov Triple: [Redux, creator, Dan Abramov]
Generated description
Dan Abramov is a prominent software engineer and open-source developer best known for his work on React and for co-creating the popular state management library Redux.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Abramov Target entity description: Dan Abramov is a prominent software engineer and open-source developer best known for his work on React and for co-creating the popular state management library Redux.
-
A.
Tobias Koppers
Tobias Koppers is a German software engineer best known for creating Webpack, a widely used JavaScript module bundler in modern web development.
-
B.
Alexander Trager
Alexander "Tig" Trager is a volatile, fiercely loyal enforcer and Sergeant-at-Arms of the Sons of Anarchy Motorcycle Club in the television series "Sons of Anarchy."
-
C.
Alex Shnaider
Alex Shnaider is a Canadian businessman and investor best known for co-founding the Midland Group and briefly owning the Midland F1 Racing team in Formula One.
-
D.
Evan Czaplicki
Evan Czaplicki is a software engineer best known for designing and developing Elm, a functional programming language for building reliable web front-end applications.
-
E.
Adam Verver
Adam Verver is a wealthy American art collector and widower in Henry James's novel "The Golden Bowl," whose relationships with his daughter and her marriage drive much of the story's psychological drama.
- 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_69c0085a1ed08190a7e9a8b6323fd680 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03851189c819094524e8b5080545e |
completed | March 22, 2026, 6:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c0483e3481908e50f8b34b11a878 |
completed | March 23, 2026, 4:23 a.m. |
| NEDg | Description generation | batch_69c0c1442eb48190bc67c77764116b17 |
completed | March 23, 2026, 4:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c1c31b108190af16c66f6e8a4c25 |
completed | March 23, 2026, 4:29 a.m. |
Created at: March 22, 2026, 4 p.m.