Triple
T8579299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prelude to Foundation |
E203127
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Chetter Hummin
Chetter Hummin is a mysterious and influential figure in Isaac Asimov’s Foundation universe who secretly guides mathematician Hari Seldon at a pivotal moment in galactic history.
|
E744232
|
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: Chetter Hummin | Statement: [Prelude to Foundation, mainCharacter, Chetter Hummin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chetter Hummin Context triple: [Prelude to Foundation, mainCharacter, Chetter Hummin]
-
A.
Mr. Vandemar
Mr. Vandemar is a brutal, seemingly immortal assassin and one of the primary antagonists in Neil Gaiman’s urban fantasy novel "Neverwhere."
-
B.
Salem Saberhagen
Salem Saberhagen is the wisecracking, sarcastic black cat who was once a witch punished to live as a feline in the Sabrina the Teenage Witch franchise.
-
C.
Marv Tarplin
Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
-
D.
Jesse Vint
Jesse Vint is an American actor best known for his roles in 1970s and 1980s science fiction and exploitation films, including the cult classic "Silent Running."
-
E.
Elwood Mead
Elwood Mead was an American engineer and public official who served as U.S. Commissioner of Reclamation and oversaw major Western water projects, including the development associated with Hoover Dam.
- 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: Chetter Hummin Triple: [Prelude to Foundation, mainCharacter, Chetter Hummin]
Generated description
Chetter Hummin is a mysterious and influential figure in Isaac Asimov’s Foundation universe who secretly guides mathematician Hari Seldon at a pivotal moment in galactic history.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chetter Hummin Target entity description: Chetter Hummin is a mysterious and influential figure in Isaac Asimov’s Foundation universe who secretly guides mathematician Hari Seldon at a pivotal moment in galactic history.
-
A.
Mr. Vandemar
Mr. Vandemar is a brutal, seemingly immortal assassin and one of the primary antagonists in Neil Gaiman’s urban fantasy novel "Neverwhere."
-
B.
Salem Saberhagen
Salem Saberhagen is the wisecracking, sarcastic black cat who was once a witch punished to live as a feline in the Sabrina the Teenage Witch franchise.
-
C.
Marv Tarplin
Marv Tarplin was an American guitarist and songwriter best known for crafting the signature guitar riffs and co-writing many of the classic hits of Smokey Robinson & The Miracles.
-
D.
Jesse Vint
Jesse Vint is an American actor best known for his roles in 1970s and 1980s science fiction and exploitation films, including the cult classic "Silent Running."
-
E.
Elwood Mead
Elwood Mead was an American engineer and public official who served as U.S. Commissioner of Reclamation and oversaw major Western water projects, including the development associated with Hoover Dam.
- 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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea9a0708819084cb8b8d84017864 |
completed | March 31, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce89a5d18c81908a21cf5e5944d6e1 |
completed | April 2, 2026, 3:22 p.m. |
| NEDg | Description generation | batch_69ce8ac1dba48190bbad47a762130aab |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8eae70008190b2c7bbe4ce8d4c0a |
completed | April 2, 2026, 3:43 p.m. |
Created at: March 30, 2026, 6:22 p.m.