Triple
T14341856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benjamin C. Pierce |
E355622
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
Derek Dreyer
Derek Dreyer is a prominent computer scientist known for his work in programming languages, type theory, and formal verification.
|
E1095033
|
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: Derek Dreyer | Statement: [Benjamin C. Pierce, notableStudent, Derek Dreyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Derek Dreyer Context triple: [Benjamin C. Pierce, notableStudent, Derek Dreyer]
-
A.
Michael Yeargan
Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
-
B.
Steven DeRose
Steven DeRose is a computer scientist and linguist known for his influential work in digital text encoding and markup languages, particularly in the development and standardization of XML-related technologies.
-
C.
Philip Dunne
Philip Dunne was an American screenwriter, director, and producer best known for his work on classic Hollywood films from the 1930s through the 1960s.
-
D.
Ben Straub
Ben Straub is a software developer and technical author best known for co-authoring the widely used Git reference book "Pro Git."
-
E.
Andrew Solt
Andrew Solt was a Hungarian-American screenwriter and producer best known for his work on mid-20th-century films and later for creating music-related documentaries and television programs.
- 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: Derek Dreyer Triple: [Benjamin C. Pierce, notableStudent, Derek Dreyer]
Generated description
Derek Dreyer is a prominent computer scientist known for his work in programming languages, type theory, and formal verification.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Derek Dreyer Target entity description: Derek Dreyer is a prominent computer scientist known for his work in programming languages, type theory, and formal verification.
-
A.
Michael Yeargan
Michael Yeargan is an American scenic designer renowned for his work in opera and theatre, including major productions at leading companies such as the Metropolitan Opera and Broadway.
-
B.
Steven DeRose
Steven DeRose is a computer scientist and linguist known for his influential work in digital text encoding and markup languages, particularly in the development and standardization of XML-related technologies.
-
C.
Philip Dunne
Philip Dunne was an American screenwriter, director, and producer best known for his work on classic Hollywood films from the 1930s through the 1960s.
-
D.
Ben Straub
Ben Straub is a software developer and technical author best known for co-authoring the widely used Git reference book "Pro Git."
-
E.
Andrew Solt
Andrew Solt was a Hungarian-American screenwriter and producer best known for his work on mid-20th-century films and later for creating music-related documentaries and television programs.
- 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_69d8278fa2108190bc0d0e7939c1eb03 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8e87febc8190a63c668cbd0fd713 |
completed | April 14, 2026, 6:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c3f81e881909f742d0442e99dd6 |
completed | May 8, 2026, 2:36 a.m. |
| NEDg | Description generation | batch_69fd4d422e1081909dd9759d0733dff2 |
completed | May 8, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd4dba394c8190ab1aa601b1acc88e |
completed | May 8, 2026, 2:43 a.m. |
Created at: April 10, 2026, 1:14 a.m.