Triple
T22593422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Janna Levin |
E565007
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Black Hole Survival Guide
Black Hole Survival Guide is a popular science book by theoretical physicist Janna Levin that explains the nature and behavior of black holes in an accessible, narrative style.
|
E1544753
|
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: Black Hole Survival Guide | Statement: [Janna Levin, notableWork, Black Hole Survival Guide]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Hole Survival Guide Context triple: [Janna Levin, notableWork, Black Hole Survival Guide]
-
A.
The Little Book of Black Holes
The Little Book of Black Holes is a concise, accessible popular-science book that explains the physics, history, and significance of black holes for a general audience.
-
B.
Black Holes and Revelations
Black Holes and Revelations is a 2006 studio album by English rock band Muse that blends alternative rock with electronic and orchestral elements and features politically charged and sci‑fi themed songs.
-
C.
The Black Hole
The Black Hole is a 1979 science fiction film produced by Walt Disney Productions, known for its pioneering visual effects and dark, space-set story about a starship encountering a massive black hole and a deranged scientist.
-
D.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
E.
Blackhole
Blackhole is a popular enclosed water slide attraction at Wet'n'Wild Gold Coast known for its dark, twisting tunnels and high-speed thrills.
- 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: Black Hole Survival Guide Triple: [Janna Levin, notableWork, Black Hole Survival Guide]
Generated description
Black Hole Survival Guide is a popular science book by theoretical physicist Janna Levin that explains the nature and behavior of black holes in an accessible, narrative style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Hole Survival Guide Target entity description: Black Hole Survival Guide is a popular science book by theoretical physicist Janna Levin that explains the nature and behavior of black holes in an accessible, narrative style.
-
A.
The Little Book of Black Holes
The Little Book of Black Holes is a concise, accessible popular-science book that explains the physics, history, and significance of black holes for a general audience.
-
B.
Black Holes and Revelations
Black Holes and Revelations is a 2006 studio album by English rock band Muse that blends alternative rock with electronic and orchestral elements and features politically charged and sci‑fi themed songs.
-
C.
The Black Hole
The Black Hole is a 1979 science fiction film produced by Walt Disney Productions, known for its pioneering visual effects and dark, space-set story about a starship encountering a massive black hole and a deranged scientist.
-
D.
Death by Black Hole
Death by Black Hole is a popular science book by astrophysicist Neil deGrasse Tyson that explores cosmic phenomena and the mysteries of the universe through engaging essays.
-
E.
Blackhole
Blackhole is a popular enclosed water slide attraction at Wet'n'Wild Gold Coast known for its dark, twisting tunnels and high-speed thrills.
- 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_69e245836014819091b91ed3074742a3 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f16163cb248190b377b110d80a6730 |
completed | April 29, 2026, 1:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d5e31308190a11bff9270795efd |
completed | May 18, 2026, 4:25 p.m. |
| NEDg | Description generation | batch_6a0b3e908a308190af37f63904f38915 |
completed | May 18, 2026, 4:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f8d85cc8190812924d466d18735 |
completed | May 18, 2026, 4:34 p.m. |
Created at: April 17, 2026, 2:49 p.m.