Triple
T1818154
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pebble in the Sky |
E40481
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Joseph Schwartz
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
|
E204933
|
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: Joseph Schwartz | Statement: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Schwartz Context triple: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
-
A.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
B.
Larry Lieber
Larry Lieber is an American comic book artist and writer best known for co-creating several major Marvel Comics characters, including Iron Man, Thor’s supporting cast, and Ant-Man.
-
C.
Robert Kurtzman
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
-
D.
Jack Shulman
Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
-
E.
Mort Goldman
Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
- 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: Joseph Schwartz Triple: [Pebble in the Sky, mainCharacter, Joseph Schwartz]
Generated description
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Schwartz Target entity description: Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
-
A.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
B.
Larry Lieber
Larry Lieber is an American comic book artist and writer best known for co-creating several major Marvel Comics characters, including Iron Man, Thor’s supporting cast, and Ant-Man.
-
C.
Robert Kurtzman
Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
-
D.
Jack Shulman
Jack Shulman is the son of American actress Anne Hathaway and her husband, actor and businessman Adam Shulman.
-
E.
Mort Goldman
Mort Goldman is a neurotic, bespectacled Jewish pharmacist and recurring comic relief character on the animated television series Family Guy.
- 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_69a8864526c081908a3a4d74f689e2c5 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa65f8c4e48190925aec9916dd6c30 |
completed | March 6, 2026, 5:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf6019bc81909266b7f03b282f34 |
completed | March 8, 2026, 6:26 p.m. |
| NEDg | Description generation | batch_69adc3557d988190ae04df41e81bc842 |
completed | March 8, 2026, 6:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adc3fadd08819090f9eedb4688cd4a |
completed | March 8, 2026, 6:46 p.m. |
Created at: March 4, 2026, 7:32 p.m.