Triple

T13418977
Position Surface form Disambiguated ID Type / Status
Subject Percy Jackson: Sea of Monsters E313287 entity
Predicate character P662 FINISHED
Object Luke Castellan
Luke Castellan is a central antagonist in the Percy Jackson series, a charismatic yet conflicted demigod son of Hermes who betrays Camp Half-Blood and allies with the Titan lord Kronos.
E1038331 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: Luke Castellan | Statement: [Percy Jackson: Sea of Monsters, character, Luke Castellan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Castellan
Context triple: [Percy Jackson: Sea of Monsters, character, Luke Castellan]
  • A. Richard Davalos
    Richard Davalos was an American actor best known for his early film and television roles in the 1950s and 1960s, including working alongside James Dean.
  • B. Julian Farino
    Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
  • C. Lucas Beauchamp
    Lucas Beauchamp is a proud, defiant Black farmer and central character in William Faulkner’s fiction, most notably in the novel "Go Down, Moses."
  • D. Julian de Cordova
    Julian de Cordova was an American businessman, art collector, and philanthropist whose legacy includes the establishment of the deCordova Sculpture Park and Museum in Lincoln, Massachusetts.
  • E. Steve Martino
    Steve Martino is an American film director best known for his work on animated features such as "Horton Hears a Who!" and "The Peanuts Movie."
  • 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: Luke Castellan
Triple: [Percy Jackson: Sea of Monsters, character, Luke Castellan]
Generated description
Luke Castellan is a central antagonist in the Percy Jackson series, a charismatic yet conflicted demigod son of Hermes who betrays Camp Half-Blood and allies with the Titan lord Kronos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Castellan
Target entity description: Luke Castellan is a central antagonist in the Percy Jackson series, a charismatic yet conflicted demigod son of Hermes who betrays Camp Half-Blood and allies with the Titan lord Kronos.
  • A. Richard Davalos
    Richard Davalos was an American actor best known for his early film and television roles in the 1950s and 1960s, including working alongside James Dean.
  • B. Julian Farino
    Julian Farino is a British television and film director and producer best known for his work on acclaimed series such as HBO's Entourage.
  • C. Lucas Beauchamp
    Lucas Beauchamp is a proud, defiant Black farmer and central character in William Faulkner’s fiction, most notably in the novel "Go Down, Moses."
  • D. Julian de Cordova
    Julian de Cordova was an American businessman, art collector, and philanthropist whose legacy includes the establishment of the deCordova Sculpture Park and Museum in Lincoln, Massachusetts.
  • E. Steve Martino
    Steve Martino is an American film director best known for his work on animated features such as "Horton Hears a Who!" and "The Peanuts Movie."
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb8416c8190a00dde0917c26f51 completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73082a2548190aefc0f202b84165c completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:39 p.m.