Triple
T8491946
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Psychohistorians |
E200992
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Gaal Dornick
Gaal Dornick is a young mathematician and key disciple of Hari Seldon in Isaac Asimov’s Foundation series, whose involvement with psychohistory helps set the saga’s events in motion.
|
E735907
|
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: Gaal Dornick | Statement: [The Psychohistorians, featuresCharacter, Gaal Dornick]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gaal Dornick Context triple: [The Psychohistorians, featuresCharacter, Gaal Dornick]
-
A.
Augie Hess
Augie Hess is an editor known for working on the film "Rules of Engagement."
-
B.
Jan Porcellis
Jan Porcellis was a prominent Dutch Golden Age marine painter renowned for his atmospheric seascapes and innovative treatment of light and weather.
-
C.
Augie Blunt
Augie Blunt was an American character actor known for supporting roles in film and television during the late 20th century.
-
D.
Quentin Jacobsen
Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
-
E.
Julian Farino
Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
- 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: Gaal Dornick Triple: [The Psychohistorians, featuresCharacter, Gaal Dornick]
Generated description
Gaal Dornick is a young mathematician and key disciple of Hari Seldon in Isaac Asimov’s Foundation series, whose involvement with psychohistory helps set the saga’s events in motion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gaal Dornick Target entity description: Gaal Dornick is a young mathematician and key disciple of Hari Seldon in Isaac Asimov’s Foundation series, whose involvement with psychohistory helps set the saga’s events in motion.
-
A.
Augie Hess
Augie Hess is an editor known for working on the film "Rules of Engagement."
-
B.
Jan Porcellis
Jan Porcellis was a prominent Dutch Golden Age marine painter renowned for his atmospheric seascapes and innovative treatment of light and weather.
-
C.
Augie Blunt
Augie Blunt was an American character actor known for supporting roles in film and television during the late 20th century.
-
D.
Quentin Jacobsen
Quentin Jacobsen is the introspective teenage protagonist of John Green’s novel "Paper Towns," whose search for his enigmatic neighbor Margo Roth Spiegelman drives the story’s coming-of-age journey.
-
E.
Julian Farino
Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a54c3888190b11b7e9909abe518 |
completed | April 2, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ce3b2015748190abc70b25c36aa819 |
completed | April 2, 2026, 9:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3c1042e48190a0f340e771cdd00a |
completed | April 2, 2026, 9:51 a.m. |
Created at: March 30, 2026, 6:13 p.m.