Triple
T131038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darwin |
E2653
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Michael Darwin
Michael Darwin is an American writer and researcher best known for his influential work and advocacy in the field of cryonics.
|
E25024
|
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: Michael Darwin | Statement: [Darwin, hasNotableBearer, Michael Darwin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Darwin Context triple: [Darwin, hasNotableBearer, Michael Darwin]
-
A.
Ian Darwin
Ian Darwin is a software developer and author best known for his contributions to Unix, Java, and open source programming resources.
-
B.
Pierce Anderson
Pierce Anderson was an American architect best known for his work with the firm Graham, Anderson, Probst & White, contributing to major Beaux-Arts and classical revival buildings in the early 20th century.
-
C.
Michael Hart
Michael Hart was the founder of Project Gutenberg and a pioneer of digital libraries and e-books.
-
D.
Jared C. Nicholson
Jared C. Nicholson is an American politician and attorney who serves as the mayor of Lynn, Massachusetts.
-
E.
Horace Darwin
Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
- 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: Michael Darwin Triple: [Darwin, hasNotableBearer, Michael Darwin]
Generated description
Michael Darwin is an American writer and researcher best known for his influential work and advocacy in the field of cryonics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Darwin Target entity description: Michael Darwin is an American writer and researcher best known for his influential work and advocacy in the field of cryonics.
-
A.
Ian Darwin
Ian Darwin is a software developer and author best known for his contributions to Unix, Java, and open source programming resources.
-
B.
Pierce Anderson
Pierce Anderson was an American architect best known for his work with the firm Graham, Anderson, Probst & White, contributing to major Beaux-Arts and classical revival buildings in the early 20th century.
-
C.
Michael Hart
Michael Hart was the founder of Project Gutenberg and a pioneer of digital libraries and e-books.
-
D.
Jared C. Nicholson
Jared C. Nicholson is an American politician and attorney who serves as the mayor of Lynn, Massachusetts.
-
E.
Horace Darwin
Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
- 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a25785ad5c819097c00f31719fea7e |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a31619063c8190879a726867d4b46d |
completed | Feb. 28, 2026, 4:21 p.m. |
| NEDg | Description generation | batch_69a316a113688190a1542d580c1b02a5 |
completed | Feb. 28, 2026, 4:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a316efcab881909f15c1eb953a64ec |
completed | Feb. 28, 2026, 4:25 p.m. |
Created at: Feb. 28, 2026, 2:30 a.m.