Triple

T18902989
Position Surface form Disambiguated ID Type / Status
Subject The Last Graduate E462381 entity
Predicate mainCharacter P1183 FINISHED
Object El Higgins
El Higgins is the sharp-tongued, dangerously powerful sorceress protagonist of Naomi Novik’s Scholomance series, struggling against a dark prophecy while navigating a lethal magical school.
E1348227 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: El Higgins | Statement: [The Last Graduate, mainCharacter, El Higgins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: El Higgins
Context triple: [The Last Graduate, mainCharacter, El Higgins]
  • A. Hector XV McDodd
    Hector XV McDodd is one of the many children of Mayor Ned McDodd in Dr. Seuss’s "Horton Hears a Who!" universe.
  • B. Hector Henderson
    Hector Henderson was a 19th-century Scottish distiller best known for establishing the Caol Ila whisky distillery on the Isle of Islay.
  • C. Hector McDodd
    Hector McDodd is one of Mayor Ned McDodd’s many children in Dr. Seuss’s "Horton Hears a Who!", often depicted as a young Who from Whoville.
  • D. Pancho
    Pancho is a common Spanish nickname typically used as a familiar or affectionate form of the given name Francisco.
  • E. Jervis McEntee
    Jervis McEntee was a 19th-century American landscape painter associated with the Hudson River School, known for his poetic, melancholic depictions of nature.
  • 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: El Higgins
Triple: [The Last Graduate, mainCharacter, El Higgins]
Generated description
El Higgins is the sharp-tongued, dangerously powerful sorceress protagonist of Naomi Novik’s Scholomance series, struggling against a dark prophecy while navigating a lethal magical school.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: El Higgins
Target entity description: El Higgins is the sharp-tongued, dangerously powerful sorceress protagonist of Naomi Novik’s Scholomance series, struggling against a dark prophecy while navigating a lethal magical school.
  • A. Hector XV McDodd
    Hector XV McDodd is one of the many children of Mayor Ned McDodd in Dr. Seuss’s "Horton Hears a Who!" universe.
  • B. Hector Henderson
    Hector Henderson was a 19th-century Scottish distiller best known for establishing the Caol Ila whisky distillery on the Isle of Islay.
  • C. Hector McDodd
    Hector McDodd is one of Mayor Ned McDodd’s many children in Dr. Seuss’s "Horton Hears a Who!", often depicted as a young Who from Whoville.
  • D. Pancho
    Pancho is a common Spanish nickname typically used as a familiar or affectionate form of the given name Francisco.
  • E. Jervis McEntee
    Jervis McEntee was a 19th-century American landscape painter associated with the Hudson River School, known for his poetic, melancholic depictions of nature.
  • 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.