Triple
T10471074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Darkest Minds |
E246921
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Liam Stewart
Liam Stewart is a powerful yet compassionate teen with telekinetic abilities who becomes a key leader and love interest in Alexandra Bracken’s dystopian The Darkest Minds series.
|
E865505
|
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: Liam Stewart | Statement: [The Darkest Minds, mainCharacter, Liam Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liam Stewart Context triple: [The Darkest Minds, mainCharacter, Liam Stewart]
-
A.
Liam Thomas
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
-
B.
Liam Egan
Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
-
C.
Liam Titcomb
Liam Titcomb is a Canadian singer-songwriter and multi-instrumentalist known for his folk-pop music and work in television soundtracks.
-
D.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
E.
Liam Pace
Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
- 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: Liam Stewart Triple: [The Darkest Minds, mainCharacter, Liam Stewart]
Generated description
Liam Stewart is a powerful yet compassionate teen with telekinetic abilities who becomes a key leader and love interest in Alexandra Bracken’s dystopian The Darkest Minds series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liam Stewart Target entity description: Liam Stewart is a powerful yet compassionate teen with telekinetic abilities who becomes a key leader and love interest in Alexandra Bracken’s dystopian The Darkest Minds series.
-
A.
Liam Thomas
Liam Thomas is an actor known for appearing in the British political thriller film "Page Eight."
-
B.
Liam Egan
Liam Egan is a composer best known for creating the musical score for the Australian film "Ten Canoes."
-
C.
Liam Titcomb
Liam Titcomb is a Canadian singer-songwriter and multi-instrumentalist known for his folk-pop music and work in television soundtracks.
-
D.
Liam Lonergan
Liam Lonergan is an Irish businessman best known as one of the founders of the low-cost airline Ryanair.
-
E.
Liam Pace
Liam Pace is a fictional musician and the older brother of Charlie Pace in the television series "Lost."
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d509305fec81908b1acd91ae1f875d |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a0094910819094d492c87b31898e |
completed | April 10, 2026, 7 a.m. |
| NEDg | Description generation | batch_69d8a45e5a108190ba8e6ba4af858b19 |
completed | April 10, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8a890c6b081908e57cc74f18d788b |
completed | April 10, 2026, 7:36 a.m. |
Created at: April 6, 2026, 12:20 p.m.