Triple
T8511539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gravity Falls |
E201464
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Bill Cipher
Bill Cipher is a powerful, malevolent dream demon and the primary antagonist of the animated series "Gravity Falls," known for his reality-warping chaos and cryptic deals.
|
E738543
|
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: Bill Cipher | Statement: [Gravity Falls, mainCharacter, Bill Cipher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Cipher Context triple: [Gravity Falls, mainCharacter, Bill Cipher]
-
A.
Oogie Boogie
Oogie Boogie is a villainous, boogeyman-like sack of bugs who serves as the primary antagonist in Tim Burton’s stop-motion animated film "The Nightmare Before Christmas."
-
B.
Demogorgon
Demogorgon is a terrifying predatory monster from the Upside Down in the TV series "Stranger Things," known for its humanoid body and flower-like, tooth-filled head.
-
C.
Demogorgon
Demogorgon is a mysterious, allegorical deity in Percy Bysshe Shelley’s drama "Prometheus Unbound," often interpreted as a symbol of hidden, transformative power that overturns tyranny.
-
D.
Pennywise the Dancing Clown
Pennywise the Dancing Clown is a malevolent, shape-shifting entity that often appears as a clown to terrorize and prey upon children in Stephen King’s horror universe.
-
E.
Ripto
Ripto is a recurring villain in the Spyro the Dragon video game series, best known as a short, temperamental sorcerer who serves as one of Spyro’s primary antagonists.
- 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: Bill Cipher Triple: [Gravity Falls, mainCharacter, Bill Cipher]
Generated description
Bill Cipher is a powerful, malevolent dream demon and the primary antagonist of the animated series "Gravity Falls," known for his reality-warping chaos and cryptic deals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Cipher Target entity description: Bill Cipher is a powerful, malevolent dream demon and the primary antagonist of the animated series "Gravity Falls," known for his reality-warping chaos and cryptic deals.
-
A.
Oogie Boogie
Oogie Boogie is a villainous, boogeyman-like sack of bugs who serves as the primary antagonist in Tim Burton’s stop-motion animated film "The Nightmare Before Christmas."
-
B.
Demogorgon
Demogorgon is a terrifying predatory monster from the Upside Down in the TV series "Stranger Things," known for its humanoid body and flower-like, tooth-filled head.
-
C.
Demogorgon
Demogorgon is a mysterious, allegorical deity in Percy Bysshe Shelley’s drama "Prometheus Unbound," often interpreted as a symbol of hidden, transformative power that overturns tyranny.
-
D.
Pennywise the Dancing Clown
Pennywise the Dancing Clown is a malevolent, shape-shifting entity that often appears as a clown to terrorize and prey upon children in Stephen King’s horror universe.
-
E.
Ripto
Ripto is a recurring villain in the Spyro the Dragon video game series, best known as a short, temperamental sorcerer who serves as one of Spyro’s primary antagonists.
- 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe608e5b08190a6d551793e8ed94b |
completed | March 31, 2026, 3:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e47542c8190af93dca3ce16a04b |
completed | April 2, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ce4ff9792c81908d76141904a170bc |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce50acae5881908f1d2c0e21dd7f1d |
completed | April 2, 2026, 11:19 a.m. |
Created at: March 30, 2026, 6:15 p.m.