Triple
T3900812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Classification Research Group |
E90482
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
A. J. Wells
A. J. Wells was a British information scientist known for his contributions to classification theory and information retrieval.
|
E397633
|
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: A. J. Wells | Statement: [Classification Research Group, member, A. J. Wells]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A. J. Wells Context triple: [Classification Research Group, member, A. J. Wells]
-
A.
Matt Frewer
Matt Frewer is a Canadian-American actor and voice actor best known for his iconic role as the artificial intelligence character Max Headroom and for numerous appearances in film and television, including genre and science fiction works.
-
B.
Jerry Weaver
Jerry Weaver is a music producer best known for his work on the teen pop group Dream Street.
-
C.
Derek Lowe
Derek Lowe is a former Major League Baseball pitcher best known for his key role in the Boston Red Sox’s early-2000s success, including their historic 2004 postseason run.
-
D.
Josey Aimes
Josey Aimes is the fictional protagonist of the film "North Country," a single mother who becomes one of the first women to work in a Minnesota iron mine and leads a landmark sexual harassment lawsuit.
-
E.
Wandy Rodríguez
Wandy Rodríguez is a Dominican left-handed pitcher who spent most of his Major League Baseball career with the Houston Astros, known for his curveball and consistency in the starting rotation.
- 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: A. J. Wells Triple: [Classification Research Group, member, A. J. Wells]
Generated description
A. J. Wells was a British information scientist known for his contributions to classification theory and information retrieval.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A. J. Wells Target entity description: A. J. Wells was a British information scientist known for his contributions to classification theory and information retrieval.
-
A.
Matt Frewer
Matt Frewer is a Canadian-American actor and voice actor best known for his iconic role as the artificial intelligence character Max Headroom and for numerous appearances in film and television, including genre and science fiction works.
-
B.
Jerry Weaver
Jerry Weaver is a music producer best known for his work on the teen pop group Dream Street.
-
C.
Derek Lowe
Derek Lowe is a former Major League Baseball pitcher best known for his key role in the Boston Red Sox’s early-2000s success, including their historic 2004 postseason run.
-
D.
Josey Aimes
Josey Aimes is the fictional protagonist of the film "North Country," a single mother who becomes one of the first women to work in a Minnesota iron mine and leads a landmark sexual harassment lawsuit.
-
E.
Wandy Rodríguez
Wandy Rodríguez is a Dominican left-handed pitcher who spent most of his Major League Baseball career with the Houston Astros, known for his curveball and consistency in the starting rotation.
- 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_69aed95d315881908cbf1bf4a7215fbf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecf2f230819099abc109a0b7d916 |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51ca477a081908b7e6d2701833413 |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51dc74d6c819082d1cf4c8a5d3aba |
completed | March 14, 2026, 8:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e27ce588190a9aa93f2fd063fad |
completed | March 14, 2026, 8:36 a.m. |
Created at: March 9, 2026, 3:21 p.m.