Triple
T18854656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scholomance trilogy |
E461138
|
entity |
| Predicate | notableCharacter |
P1481
|
FINISHED |
| Object |
Liu Aadhya
Liu Aadhya is a key student character in Naomi Novik’s Scholomance trilogy, known for her practical skills, resourcefulness, and close alliance with protagonist El Higgins.
|
E1345063
|
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: Liu Aadhya | Statement: [Scholomance trilogy, notableCharacter, Liu Aadhya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liu Aadhya Context triple: [Scholomance trilogy, notableCharacter, Liu Aadhya]
-
A.
Disha Jha
Disha Jha is an Indian film producer and industry professional known for her work in Hindi cinema and for being the daughter of acclaimed filmmaker Prakash Jha.
-
B.
Aditi
Aditi is a Vedic mother goddess in Hindu mythology, revered as the personification of boundlessness and the mother of many deities.
-
C.
Shivani Rawat
Shivani Rawat is an Indian-American film producer and founder of ShivHans Pictures, known for backing acclaimed independent films such as Trumbo and Captain Fantastic.
-
D.
Nilima Sinha
Nilima Sinha is an Indian writer of children’s and young adult literature, known for her mystery and adventure novels.
-
E.
Priyank Panchal
Priyank Panchal is an Indian domestic cricketer, primarily a top-order batsman, known for his prolific run-scoring and leadership in first-class cricket.
- 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: Liu Aadhya Triple: [Scholomance trilogy, notableCharacter, Liu Aadhya]
Generated description
Liu Aadhya is a key student character in Naomi Novik’s Scholomance trilogy, known for her practical skills, resourcefulness, and close alliance with protagonist El Higgins.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liu Aadhya Target entity description: Liu Aadhya is a key student character in Naomi Novik’s Scholomance trilogy, known for her practical skills, resourcefulness, and close alliance with protagonist El Higgins.
-
A.
Disha Jha
Disha Jha is an Indian film producer and industry professional known for her work in Hindi cinema and for being the daughter of acclaimed filmmaker Prakash Jha.
-
B.
Aditi
Aditi is a Vedic mother goddess in Hindu mythology, revered as the personification of boundlessness and the mother of many deities.
-
C.
Shivani Rawat
Shivani Rawat is an Indian-American film producer and founder of ShivHans Pictures, known for backing acclaimed independent films such as Trumbo and Captain Fantastic.
-
D.
Nilima Sinha
Nilima Sinha is an Indian writer of children’s and young adult literature, known for her mystery and adventure novels.
-
E.
Priyank Panchal
Priyank Panchal is an Indian domestic cricketer, primarily a top-order batsman, known for his prolific run-scoring and leadership in first-class cricket.
- 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_69d8dcfb7b9c8190854e7b171b98ea2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c05c16e88190a08b6a8b94e1c9f9 |
completed | April 20, 2026, 5:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05677b705c81908bdf6a7bbbb67277 |
completed | May 14, 2026, 6:11 a.m. |
| NEDg | Description generation | batch_6a05691c2e8c81908ec65273d8e2f7bd |
completed | May 14, 2026, 6:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0569a782c08190b7b09f2926160bbf |
completed | May 14, 2026, 6:20 a.m. |
Created at: April 10, 2026, 11:57 a.m.