Triple
T18903001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Last Graduate |
E462381
|
entity |
| Predicate | featuresElement |
P1840
|
FINISHED |
| Object |
maleficaria
Maleficaria are deadly, magic-eating monsters in Naomi Novik’s Scholomance series that relentlessly prey on young wizards, especially within the Scholomance school.
|
E1348229
|
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: maleficaria | Statement: [The Last Graduate, featuresElement, maleficaria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: maleficaria Context triple: [The Last Graduate, featuresElement, maleficaria]
-
A.
Maléfices
Maléfices is a French crime and psychological suspense novel by Thomas Narcejac, known for its eerie atmosphere and exploration of obsession and manipulation.
-
B.
Witch
A Witch in Minecraft is a hostile, potion-throwing mob that uses various brews to attack players and heal itself.
-
C.
Witch
The Witch in Path of Exile is an intelligence-focused spellcaster class that specializes in powerful elemental and necromantic magic from a distance.
-
D.
Malafemmina
Malafemmina is a song by Italian rock singer-songwriter Gianna Nannini, known for its intense, emotive style and powerful vocals.
-
E.
Bad Witch
Bad Witch is a 2018 industrial rock EP/album by Nine Inch Nails that blends abrasive electronics, jazz-influenced saxophone, and dystopian themes as the final installment of their late-2010s release trilogy.
- 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: maleficaria Triple: [The Last Graduate, featuresElement, maleficaria]
Generated description
Maleficaria are deadly, magic-eating monsters in Naomi Novik’s Scholomance series that relentlessly prey on young wizards, especially within the Scholomance school.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: maleficaria Target entity description: Maleficaria are deadly, magic-eating monsters in Naomi Novik’s Scholomance series that relentlessly prey on young wizards, especially within the Scholomance school.
-
A.
Maléfices
Maléfices is a French crime and psychological suspense novel by Thomas Narcejac, known for its eerie atmosphere and exploration of obsession and manipulation.
-
B.
Witch
A Witch in Minecraft is a hostile, potion-throwing mob that uses various brews to attack players and heal itself.
-
C.
Witch
The Witch in Path of Exile is an intelligence-focused spellcaster class that specializes in powerful elemental and necromantic magic from a distance.
-
D.
Malafemmina
Malafemmina is a song by Italian rock singer-songwriter Gianna Nannini, known for its intense, emotive style and powerful vocals.
-
E.
Bad Witch
Bad Witch is a 2018 industrial rock EP/album by Nine Inch Nails that blends abrasive electronics, jazz-influenced saxophone, and dystopian themes as the final installment of their late-2010s release trilogy.
- 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_69d8dcfd05bc819088903cca13cc2846 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c52a4b4c8190b5821996e3c1741d |
completed | April 20, 2026, 6:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0582bc878c8190bfb5f058aa272225 |
completed | May 14, 2026, 8:07 a.m. |
| NEDg | Description generation | batch_6a05871baa5881908c3c0f407b2d82c0 |
completed | May 14, 2026, 8:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0587acbf1c819088bae20aa89783eb |
completed | May 14, 2026, 8:28 a.m. |
Created at: April 10, 2026, 11:58 a.m.