Triple
T10389520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Holes and Time Warps: Einstein’s Outrageous Legacy |
E244852
|
entity |
| Predicate | coversPerson |
P93947
|
FINISHED |
| Object | Karl Schwarzschild |
E13469
|
NE FINISHED |
How this triple was built (2 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: Karl Schwarzschild | Statement: [Black Holes and Time Warps: Einstein’s Outrageous Legacy, coversPerson, Karl Schwarzschild]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karl Schwarzschild Context triple: [Black Holes and Time Warps: Einstein’s Outrageous Legacy, coversPerson, Karl Schwarzschild]
-
A.
Karl Schwarzschild
chosen
Karl Schwarzschild was a German physicist and astronomer best known for providing the first exact solution to Einstein’s field equations, leading to the concept of the Schwarzschild radius and black holes.
-
B.
Moses Schwarzschild
Moses Schwarzschild was a German-born American theoretical physicist known for his work in general relativity and contributions to the understanding of black holes and gravitational collapse.
-
C.
Fritz Stephani
Fritz Stephani was a film editor known for his work on early 20th-century cinema, including the film "Funny Face."
-
D.
Martin Schwarzschild
Martin Schwarzschild was a German-American astrophysicist renowned for his pioneering work on stellar structure and evolution, as well as for introducing the use of high-altitude balloon observations in astronomy.
-
E.
Alexander Friedmann
Alexander Friedmann was a Russian physicist and mathematician who first formulated the expanding-universe solutions to Einstein’s field equations, laying the foundations of modern cosmology.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4fb99ef088190b64661b2f42c320e |
completed | April 7, 2026, 12:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d795b2423c8190a7c0e9b6fcbcc6db |
completed | April 9, 2026, 12:04 p.m. |
Created at: April 6, 2026, 12:05 p.m.