Triple
T55983
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cosmos: A Personal Voyage |
E1106
|
entity |
| Predicate | notableEpisode |
P2757
|
FINISHED |
| Object |
Who Speaks for Earth?
"Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
|
E5680
|
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: Who Speaks for Earth? | Statement: [Cosmos: A Personal Voyage, notableEpisode, Who Speaks for Earth?]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Who Speaks for Earth? Context triple: [Cosmos: A Personal Voyage, notableEpisode, Who Speaks for Earth?]
-
A.
The Endangered Earth
The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
-
B.
Half-Earth: Our Planet’s Fight for Life
Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
-
C.
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.
-
D.
The Protester
The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
-
E.
City of Trees
City of Trees is a popular nickname for Sacramento, California, highlighting its extensive urban tree canopy and lush greenery.
- 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: Who Speaks for Earth? Triple: [Cosmos: A Personal Voyage, notableEpisode, Who Speaks for Earth?]
Generated description
"Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Who Speaks for Earth? Target entity description: "Who Speaks for Earth?" is a landmark episode of the science documentary series *Cosmos: A Personal Voyage* in which Carl Sagan explores humanity’s responsibility, unity, and ethical choices in shaping the future of life on Earth and beyond.
-
A.
The Endangered Earth
The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
-
B.
Half-Earth: Our Planet’s Fight for Life
Half-Earth: Our Planet’s Fight for Life is a conservation-focused book by biologist Edward O. Wilson arguing that dedicating half the planet’s surface to protected natural areas is essential to preserving global biodiversity.
-
C.
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.
-
D.
Enquire Within Upon Everything
Enquire Within Upon Everything is a 19th-century British household reference book offering practical advice and information on a vast range of everyday topics.
-
E.
The Protester
The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
- 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_69a248adc5b48190aa8db9fb092fb28a |
completed | Feb. 28, 2026, 1:45 a.m. |
| NER | Named-entity recognition | batch_69a24ec4d84c81908d85a1e941dbcd19 |
completed | Feb. 28, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a255398bac81909c4ae9bba79f6c19 |
completed | Feb. 28, 2026, 2:38 a.m. |
| NEDg | Description generation | batch_69a2570e30d88190b7a0d20cf3a94760 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a257a1f340819091d3aa5a665ce50b |
completed | Feb. 28, 2026, 2:49 a.m. |
Created at: Feb. 28, 2026, 1:50 a.m.