Triple
T245899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fermi paradox |
E5035
|
entity |
| Predicate | hasNotableProponent |
P304
|
FINISHED |
| Object |
Michael H. Hart
Michael H. Hart is an American astrophysicist and author best known for his work on the Fermi paradox and his controversial book "The 100: A Ranking of the Most Influential Persons in History."
|
E31697
|
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 H. Hart | Statement: [Fermi paradox, hasNotableProponent, Michael H. Hart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael H. Hart Context triple: [Fermi paradox, hasNotableProponent, Michael H. Hart]
-
A.
Michael Hart
Michael Hart was the founder of Project Gutenberg and a pioneer of digital libraries and e-books.
-
B.
Timothy Ferris
Timothy Ferris is an American science writer and journalist known for his popular books on astronomy and cosmology and for helping bring complex scientific ideas to a broad audience.
-
C.
Frank White
Frank White is an alias of The Notorious B.I.G., the influential Brooklyn-born rapper widely regarded as one of the greatest figures in hip-hop history.
-
D.
Graham Hancock
Graham Hancock is a British writer and journalist best known for his controversial theories about ancient civilizations, lost advanced cultures, and alternative interpretations of archaeological evidence.
-
E.
Richard Bolt
Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
- 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 H. Hart Triple: [Fermi paradox, hasNotableProponent, Michael H. Hart]
Generated description
Michael H. Hart is an American astrophysicist and author best known for his work on the Fermi paradox and his controversial book "The 100: A Ranking of the Most Influential Persons in History."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael H. Hart Target entity description: Michael H. Hart is an American astrophysicist and author best known for his work on the Fermi paradox and his controversial book "The 100: A Ranking of the Most Influential Persons in History."
-
A.
Michael Hart
Michael Hart was the founder of Project Gutenberg and a pioneer of digital libraries and e-books.
-
B.
Timothy Ferris
Timothy Ferris is an American science writer and journalist known for his popular books on astronomy and cosmology and for helping bring complex scientific ideas to a broad audience.
-
C.
Frank White
Frank White is an alias of The Notorious B.I.G., the influential Brooklyn-born rapper widely regarded as one of the greatest figures in hip-hop history.
-
D.
Graham Hancock
Graham Hancock is a British writer and journalist best known for his controversial theories about ancient civilizations, lost advanced cultures, and alternative interpretations of archaeological evidence.
-
E.
Richard Bolt
Richard Bolt was an American acoustician and co-founder of the influential research and engineering firm Bolt Beranek and Newman, known for its pioneering work in acoustics and computer networking.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d128c0081909908825b302ae635 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a36cf4d8608190bf3d33ee6b93aae0 |
completed | Feb. 28, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69a36d7b01fc8190a5c596b748bbaa53 |
completed | Feb. 28, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a36df1839081909c743e1357dd400a |
completed | Feb. 28, 2026, 10:36 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.