Triple
T18204919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longformer |
E435878
|
entity |
| Predicate | proposedBy |
P32
|
FINISHED |
| Object |
Matthew E. Peters
Matthew E. Peters is a computer scientist and natural language processing researcher known for his work on large-scale language models and document-level architectures such as Longformer.
|
E1376938
|
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: Matthew E. Peters | Statement: [Longformer, proposedBy, Matthew E. Peters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew E. Peters Context triple: [Longformer, proposedBy, Matthew E. Peters]
-
A.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
B.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
-
C.
Matthew C. Wheeler
Matthew C. Wheeler is an atmospheric scientist best known for developing the widely used Real-time Multivariate MJO (RMM) index for monitoring the Madden–Julian Oscillation.
-
D.
Joshua L. Pearson
Joshua L. Pearson is a film editor best known for his work on the acclaimed music documentary "Summer of Soul (...Or, When the Revolution Could Not Be Televised)."
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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: Matthew E. Peters Triple: [Longformer, proposedBy, Matthew E. Peters]
Generated description
Matthew E. Peters is a computer scientist and natural language processing researcher known for his work on large-scale language models and document-level architectures such as Longformer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew E. Peters Target entity description: Matthew E. Peters is a computer scientist and natural language processing researcher known for his work on large-scale language models and document-level architectures such as Longformer.
-
A.
Matthew E. Peters
Matthew E. Peters is a computer scientist and researcher known for co-developing the ELMo deep contextualized word representation model in natural language processing.
-
B.
Matthew B. Roberts
Matthew B. Roberts is a television writer and producer best known for his leading creative role on the historical drama series "Outlander."
-
C.
Matthew C. Wheeler
Matthew C. Wheeler is an atmospheric scientist best known for developing the widely used Real-time Multivariate MJO (RMM) index for monitoring the Madden–Julian Oscillation.
-
D.
Joshua L. Pearson
Joshua L. Pearson is a film editor best known for his work on the acclaimed music documentary "Summer of Soul (...Or, When the Revolution Could Not Be Televised)."
-
E.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a073b12c1c881908a0b6c056be81285 |
completed | May 15, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_6a073c19c3b88190a6114d272ebd5fbc |
completed | May 15, 2026, 3:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073d25ba448190a62777b68d2f3136 |
completed | May 15, 2026, 3:35 p.m. |
Created at: April 10, 2026, 10:32 a.m.