Triple
T258253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Druyan |
E5483
|
entity |
| Predicate | coWriterOf |
P2389
|
FINISHED |
| Object | Cosmos: A Personal Voyage |
E1106
|
NE FINISHED |
How this triple was built (3 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: Cosmos: A Personal Voyage | Statement: [Ann Druyan, coWriterOf, Cosmos: A Personal Voyage]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cosmos: A Personal Voyage Context triple: [Ann Druyan, coWriterOf, Cosmos: A Personal Voyage]
-
A.
Cosmos: A Personal Voyage
chosen
Cosmos: A Personal Voyage is a landmark 1980 science documentary television series that explores the universe, science, and humanity’s place in the cosmos, hosted and co-written by astronomer Carl Sagan.
-
B.
Cosmos: A Spacetime Odyssey
Cosmos: A Spacetime Odyssey is a 2014 science documentary television series hosted by Neil deGrasse Tyson that explores the universe, scientific discovery, and the laws of nature using modern visual effects and storytelling.
-
C.
Cosmos: Possible Worlds
Cosmos: Possible Worlds is a science documentary series, presented by Neil deGrasse Tyson and produced by Ann Druyan, that explores the universe, scientific discovery, and humanity’s future through visually rich storytelling.
-
D.
Pale Blue Dot
"Pale Blue Dot" is a popular science book by Carl Sagan that reflects on humanity’s place in the universe, inspired by the famous Voyager 1 photograph of Earth from deep space.
-
E.
Astrophysics for People in a Hurry
Astrophysics for People in a Hurry is a popular science book by Neil deGrasse Tyson that offers a concise, accessible overview of key concepts in modern astrophysics and cosmology for general readers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coWriterOf Context triple: [Ann Druyan, coWriterOf, Cosmos: A Personal Voyage]
-
A.
coCreator
Indicates that two or more entities jointly created or produced something together.
-
B.
hasCoauthor
chosen
Indicates that two or more entities have jointly authored the same work or publication.
-
C.
wrote
Indicates that an entity is the author or creator of a written work involving another entity.
-
D.
coPilotWith
Indicates that two entities jointly serve as pilots or share piloting responsibilities for the same vehicle or mission.
-
E.
coPilotOf
Indicates that one entity serves as the co-pilot assisting and supporting another entity in operating or navigating a vehicle or craft.
- F. None of above.
Provenance (4 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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25f921c2881908821ca2c03815eae |
completed | Feb. 28, 2026, 3:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a386170dac81909a5ebf631f6037ab |
completed | March 1, 2026, 12:19 a.m. |
| PD | Predicate disambiguation | batch_69a25b6b3ea88190bbd858999e42efae |
completed | Feb. 28, 2026, 3:05 a.m. |
Created at: Feb. 28, 2026, 2:55 a.m.