Triple

T12928066
Position Surface form Disambiguated ID Type / Status
Subject Charlie Saxton E309297 entity
Predicate notableWork P4 FINISHED
Object Hung (TV series)
Hung is an American dark comedy-drama television series that follows a financially struggling high school coach who turns to male prostitution to make ends meet.
 E1011757 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: Hung (TV series) | Statement: [Charlie Saxton, notableWork, Hung (TV series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hung (TV series)
Context triple: [Charlie Saxton, notableWork, Hung (TV series)]
  • A. Gyeongseong Creature
    Gyeongseong Creature is a South Korean period horror-thriller drama series set in 1940s colonial Seoul, following characters who confront monstrous human experiments and dark secrets under Japanese occupation.
  • B. Saarang
    Saarang is the annual cultural festival of IIT Madras, known as one of India’s largest and most prominent college cultural fests featuring music, arts, literary, and performing arts events.
  • C. Guklib Doseogwan
    Guklib Doseogwan is the National Library of Korea, serving as the country’s central repository for published materials and a major hub for research and cultural preservation.
  • D. Gwan-eum
    Gwan-eum is the Korean name for Guanyin, the bodhisattva of compassion widely revered in East Asian Buddhism.
  • E. Taegukgi
    Taegukgi is the national flag of South Korea, symbolizing balance, harmony, and the Korean people's identity and independence.
  • 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: Hung (TV series)
Triple: [Charlie Saxton, notableWork, Hung (TV series)]
Generated description
Hung is an American dark comedy-drama television series that follows a financially struggling high school coach who turns to male prostitution to make ends meet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hung (TV series)
Target entity description: Hung is an American dark comedy-drama television series that follows a financially struggling high school coach who turns to male prostitution to make ends meet.
  • A. Gyeongseong Creature
    Gyeongseong Creature is a South Korean period horror-thriller drama series set in 1940s colonial Seoul, following characters who confront monstrous human experiments and dark secrets under Japanese occupation.
  • B. Saarang
    Saarang is the annual cultural festival of IIT Madras, known as one of India’s largest and most prominent college cultural fests featuring music, arts, literary, and performing arts events.
  • C. Guklib Doseogwan
    Guklib Doseogwan is the National Library of Korea, serving as the country’s central repository for published materials and a major hub for research and cultural preservation.
  • D. Gwan-eum
    Gwan-eum is the Korean name for Guanyin, the bodhisattva of compassion widely revered in East Asian Buddhism.
  • E. Taegukgi
    Taegukgi is the national flag of South Korea, symbolizing balance, harmony, and the Korean people's identity and independence.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d971ec72a48190aceef10630603d2c completed April 10, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af6655e88190ac33567870a947bb completed May 3, 2026, 2:13 a.m.
NEDg Description generation batch_69f6b0660b188190a67bfff73b882d92 completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1a539148190be7a4f16f738ca90 completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:42 p.m.