Triple
T10826156
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 8016 |
E255502
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Nathaniel J. Smith
Nathaniel J. Smith is a software developer and Python core contributor known for his work on Python governance, including authoring PEP 8016.
|
E1128637
|
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: Nathaniel J. Smith | Statement: [PEP 8016, hasAuthor, Nathaniel J. Smith]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathaniel J. Smith Context triple: [PEP 8016, hasAuthor, Nathaniel J. Smith]
-
A.
Julian C. Smith
Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
-
B.
Oliver P. Smith
Oliver P. Smith was a highly respected U.S. Marine Corps general best known for his leadership of Marines during the Korean War, particularly at the Battle of Chosin Reservoir.
-
C.
Harwood K. Smith
Harwood K. Smith was an American architect and businessman best known as the founder of the architecture and engineering firm HKS, Inc.
-
D.
William E. Smith
William E. Smith is a federal judge who serves as the Chief Judge of the United States District Court for the District of Rhode Island.
-
E.
Nathaniel P. Davis
Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
- 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: Nathaniel J. Smith Triple: [PEP 8016, hasAuthor, Nathaniel J. Smith]
Generated description
Nathaniel J. Smith is a software developer and Python core contributor known for his work on Python governance, including authoring PEP 8016.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathaniel J. Smith Target entity description: Nathaniel J. Smith is a software developer and Python core contributor known for his work on Python governance, including authoring PEP 8016.
-
A.
Julian C. Smith
Julian C. Smith was a United States Marine Corps lieutenant general best known for leading the 2nd Marine Division in the Pacific Theater during World War II.
-
B.
Oliver P. Smith
Oliver P. Smith was a highly respected U.S. Marine Corps general best known for his leadership of Marines during the Korean War, particularly at the Battle of Chosin Reservoir.
-
C.
Harwood K. Smith
Harwood K. Smith was an American architect and businessman best known as the founder of the architecture and engineering firm HKS, Inc.
-
D.
William E. Smith
William E. Smith is a federal judge who serves as the Chief Judge of the United States District Court for the District of Rhode Island.
-
E.
Nathaniel P. Davis
Nathaniel P. Davis was an American diplomat who served as the United States Ambassador to Hungary.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d734d1c24881909f56d56207cccbef |
completed | April 9, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe7e70dc788190850278a40a5a62e4 |
completed | May 9, 2026, 12:23 a.m. |
| NEDg | Description generation | batch_69fe803875988190a4786db4ae0b0cbb |
completed | May 9, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe80be100481908dcf07b683fc1411 |
completed | May 9, 2026, 12:33 a.m. |
Created at: April 8, 2026, 9:19 p.m.