Triple
T17504079
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | George Walton |
E426264
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Matthew Walton
Matthew Walton is a member of the Walton family, related to George Walton, one of the signers of the United States Declaration of Independence.
|
E1272591
|
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 Walton | Statement: [George Walton, relative, Matthew Walton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew Walton Context triple: [George Walton, relative, Matthew Walton]
-
A.
Frank Arcidiacono
Frank Arcidiacono is a member of the Arcidiacono family, known primarily as a relative of professional basketball player Ryan Arcidiacono.
-
B.
Jon Oberheide
Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
-
C.
Michael Stigman
Michael Stigman is a Navy intelligence officer operating undercover as a criminal in the action-comedy film "2 Guns."
-
D.
Jeremy Shamos
Jeremy Shamos is an American stage and screen actor known for his work on Broadway and in film and television.
-
E.
Nick Mathewson
Nick Mathewson is a computer scientist and software developer best known as a co-founder and core architect of the Tor anonymity network.
- 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 Walton Triple: [George Walton, relative, Matthew Walton]
Generated description
Matthew Walton is a member of the Walton family, related to George Walton, one of the signers of the United States Declaration of Independence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew Walton Target entity description: Matthew Walton is a member of the Walton family, related to George Walton, one of the signers of the United States Declaration of Independence.
-
A.
Frank Arcidiacono
Frank Arcidiacono is a member of the Arcidiacono family, known primarily as a relative of professional basketball player Ryan Arcidiacono.
-
B.
Jon Oberheide
Jon Oberheide is a cybersecurity entrepreneur and researcher best known as the co-founder and former CTO of Duo Security, a leading multi-factor authentication and zero-trust security company.
-
C.
Michael Stigman
Michael Stigman is a Navy intelligence officer operating undercover as a criminal in the action-comedy film "2 Guns."
-
D.
Jeremy Shamos
Jeremy Shamos is an American stage and screen actor known for his work on Broadway and in film and television.
-
E.
Nick Mathewson
Nick Mathewson is a computer scientist and software developer best known as a co-founder and core architect of the Tor anonymity network.
- 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_69d889dd9164819087b1dc3c9240c870 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e45214d44c8190b1bf04bf24ab8e81 |
completed | April 19, 2026, 3:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01c20a6370819098b4876ca8ff1ebf |
completed | May 11, 2026, 11:48 a.m. |
| NEDg | Description generation | batch_6a01c3881f6081908f13c4033933b252 |
completed | May 11, 2026, 11:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01c41859008190b786bdc2c09f24d1 |
completed | May 11, 2026, 11:57 a.m. |
Created at: April 10, 2026, 5:48 a.m.