Triple
T22148083
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Divergent Series: Allegiant |
E547341
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Tobias "Four" Eaton
Tobias "Four" Eaton is a central protagonist in Veronica Roth's Divergent series, known as a brave yet emotionally scarred Dauntless leader and Tris Prior's primary love interest.
|
E1521522
|
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: Tobias "Four" Eaton | Statement: [The Divergent Series: Allegiant, mainCharacter, Tobias "Four" Eaton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tobias "Four" Eaton Context triple: [The Divergent Series: Allegiant, mainCharacter, Tobias "Four" Eaton]
-
A.
Sebastian Monroe
Sebastian Monroe is a central character in the TV series "Revolution," known as the ruthless yet conflicted leader of the Monroe Republic in a post-apocalyptic America.
-
B.
Nicolas Joseph Clary
Nicolas Joseph Clary was a member of the Clary family connected to European nobility through his sister Julie Clary, who became Queen consort of Spain and Naples as the wife of Joseph Bonaparte.
-
C.
Lucas Grey
Lucas Grey is a key character in the modern Hitman video game trilogy, serving as Agent 47’s enigmatic ally and former childhood friend who drives much of the overarching narrative.
-
D.
Sebastian Dungan
Sebastian Dungan is a film producer best known for his work on acclaimed independent features such as "Transamerica."
-
E.
Tobias Vaughn
Tobias Vaughn is a villainous industrialist and secret ally of the Cybermen in the Doctor Who serial "The Invasion."
- 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: Tobias "Four" Eaton Triple: [The Divergent Series: Allegiant, mainCharacter, Tobias "Four" Eaton]
Generated description
Tobias "Four" Eaton is a central protagonist in Veronica Roth's Divergent series, known as a brave yet emotionally scarred Dauntless leader and Tris Prior's primary love interest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tobias "Four" Eaton Target entity description: Tobias "Four" Eaton is a central protagonist in Veronica Roth's Divergent series, known as a brave yet emotionally scarred Dauntless leader and Tris Prior's primary love interest.
-
A.
Sebastian Monroe
Sebastian Monroe is a central character in the TV series "Revolution," known as the ruthless yet conflicted leader of the Monroe Republic in a post-apocalyptic America.
-
B.
Nicolas Joseph Clary
Nicolas Joseph Clary was a member of the Clary family connected to European nobility through his sister Julie Clary, who became Queen consort of Spain and Naples as the wife of Joseph Bonaparte.
-
C.
Lucas Grey
Lucas Grey is a key character in the modern Hitman video game trilogy, serving as Agent 47’s enigmatic ally and former childhood friend who drives much of the overarching narrative.
-
D.
Sebastian Dungan
Sebastian Dungan is a film producer best known for his work on acclaimed independent features such as "Transamerica."
-
E.
Tobias Vaughn
Tobias Vaughn is a villainous industrialist and secret ally of the Cybermen in the Doctor Who serial "The Invasion."
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129f209688190afea1f275c922c73 |
completed | April 28, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9702ed508190ac4db27c3dc46879 |
completed | May 18, 2026, 4:35 a.m. |
| NEDg | Description generation | batch_6a0a97bd6fe081909a3e609ff2022f82 |
completed | May 18, 2026, 4:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a9843fb3481908a120dc3ac360124 |
completed | May 18, 2026, 4:40 a.m. |
Created at: April 16, 2026, 8:33 p.m.