Triple

T18669368
Position Surface form Disambiguated ID Type / Status
Subject Wild Things 2 E456429 entity
Predicate hasWriter P4244 FINISHED
Object Andy Hurst
Andy Hurst is a screenwriter and filmmaker known for his work on the erotic thriller sequel "Wild Things 2."
E1337251 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: Andy Hurst | Statement: [Wild Things 2, hasWriter, Andy Hurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andy Hurst
Context triple: [Wild Things 2, hasWriter, Andy Hurst]
  • A. Alex Hurst
    Alex Hurst is a central character in the horror film "Don't Be Afraid of the Dark," serving as the father whose young daughter encounters malevolent creatures in their new home.
  • B. Joe Hurley
    Joe Hurley is a medical student in the film "Flatliners" who participates in dangerous near-death experiments to explore the afterlife.
  • C. Joe Hurley
    Joe Hurley is an Irish-American singer, songwriter, and actor known for his deep baritone voice and work with bands such as Rogue’s March and The Gents.
  • D. Steve Hartnett
    Steve Hartnett is an individual notable enough to be specifically cited as a bearer of the surname Hartnett.
  • E. Bruce Hasselberg
    Bruce Hasselberg is an American figure best known as the first husband of actress Loni Anderson.
  • 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: Andy Hurst
Triple: [Wild Things 2, hasWriter, Andy Hurst]
Generated description
Andy Hurst is a screenwriter and filmmaker known for his work on the erotic thriller sequel "Wild Things 2."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andy Hurst
Target entity description: Andy Hurst is a screenwriter and filmmaker known for his work on the erotic thriller sequel "Wild Things 2."
  • A. Alex Hurst
    Alex Hurst is a central character in the horror film "Don't Be Afraid of the Dark," serving as the father whose young daughter encounters malevolent creatures in their new home.
  • B. Joe Hurley
    Joe Hurley is an Irish-American singer, songwriter, and actor known for his deep baritone voice and work with bands such as Rogue’s March and The Gents.
  • C. Joe Hurley
    Joe Hurley is a medical student in the film "Flatliners" who participates in dangerous near-death experiments to explore the afterlife.
  • D. Steve Hartnett
    Steve Hartnett is an individual notable enough to be specifically cited as a bearer of the surname Hartnett.
  • E. Bruce Hasselberg
    Bruce Hasselberg is an American figure best known as the first husband of actress Loni Anderson.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b0502881909ea05f2746163746 completed April 19, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05234c9f548190b894c2063067e5e6 completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a05247c52f08190b8c9cf9268f65a82 completed May 14, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0524eced608190a1b3468f6d0189c2 completed May 14, 2026, 1:27 a.m.
Created at: April 10, 2026, 11:48 a.m.