Triple
T258320
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil deGrasse Tyson |
E5484
|
entity |
| Predicate | hostOf |
P105
|
FINISHED |
| Object |
StarTalk
StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
|
E5484
|
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: StarTalk | Statement: [Neil deGrasse Tyson, hostOf, StarTalk]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: StarTalk Context triple: [Neil deGrasse Tyson, hostOf, StarTalk]
-
A.
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.
-
B.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
-
C.
The Orville
The Orville is a science fiction comedy-drama television series created by and starring Seth MacFarlane that parodies and pays homage to classic space exploration shows like Star Trek.
-
D.
Neil deGrasse Tyson
Neil deGrasse Tyson is an American astrophysicist, author, and science communicator known for popularizing astronomy and hosting shows like "Cosmos: A Spacetime Odyssey."
-
E.
Cosmos: A Personal Voyage
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.
- 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: StarTalk Triple: [Neil deGrasse Tyson, hostOf, StarTalk]
Generated description
StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: StarTalk Target entity description: StarTalk is a science-themed talk show and podcast that blends astrophysics with pop culture, comedy, and interviews with scientists and celebrities.
-
A.
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.
-
B.
The Cosmic Connection
The Cosmic Connection is a popular science book by Carl Sagan that explores humanity’s place in the universe and the possibility of extraterrestrial life.
-
C.
The Orville
The Orville is a science fiction comedy-drama television series created by and starring Seth MacFarlane that parodies and pays homage to classic space exploration shows like Star Trek.
-
D.
Neil deGrasse Tyson
chosen
Neil deGrasse Tyson is an American astrophysicist, author, and science communicator known for popularizing astronomy and hosting shows like "Cosmos: A Spacetime Odyssey."
-
E.
Cosmos: A Personal Voyage
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.
- F. None of above.
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_69a2580a64ac8190ad76e34bb0715b5e |
completed | Feb. 28, 2026, 2:50 a.m. |
| NER | Named-entity recognition | batch_69a25d703e688190bb86c69527e306f5 |
completed | Feb. 28, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a37959115881908aa902eab1159b0c |
completed | Feb. 28, 2026, 11:25 p.m. |
| NEDg | Description generation | batch_69a379d72c34819090cbb2eba0674efc |
completed | Feb. 28, 2026, 11:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a37a319f608190ac7fe9db3c7fb4f3 |
completed | Feb. 28, 2026, 11:28 p.m. |
Created at: Feb. 28, 2026, 2:55 a.m.