Triple

T4663455
Position Surface form Disambiguated ID Type / Status
Subject Sharktopus E102788 entity
Predicate director P255 FINISHED
Object Declan O’Brien
Declan O’Brien was an American film director and screenwriter best known for his work on low-budget horror and science fiction movies, including several entries in the "Wrong Turn" franchise.
 E460624 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: Declan O’Brien | Statement: [Sharktopus, director, Declan O’Brien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Declan O’Brien
Context triple: [Sharktopus, director, Declan O’Brien]
  • A. Declan Ryan
    Declan Ryan is an Irish businessman known for his involvement in the aviation industry and as a son of Ryanair co-founder Tony Ryan.
  • B. Declan Gaffney
    Declan Gaffney is a music producer and engineer best known for his extensive work with U2 on several of their studio albums.
  • C. Declan Quinn
    Declan Quinn is an American cinematographer known for his work on independent and art-house films, including collaborations with directors like Neil Jordan and Jim Jarmusch.
  • D. Declan Hartnett
    Declan Hartnett is a notable individual recognized for achievements significant enough to be recorded under the surname Hartnett.
  • E. Rory O’Connor
    Rory O’Connor was an Irish republican leader and IRA commander who played a key role in the events leading up to and during the Irish Civil War.
  • 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: Declan O’Brien
Triple: [Sharktopus, director, Declan O’Brien]
Generated description
Declan O’Brien was an American film director and screenwriter best known for his work on low-budget horror and science fiction movies, including several entries in the "Wrong Turn" franchise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Declan O’Brien
Target entity description: Declan O’Brien was an American film director and screenwriter best known for his work on low-budget horror and science fiction movies, including several entries in the "Wrong Turn" franchise.
  • A. Declan Ryan
    Declan Ryan is an Irish businessman known for his involvement in the aviation industry and as a son of Ryanair co-founder Tony Ryan.
  • B. Declan Gaffney
    Declan Gaffney is a music producer and engineer best known for his extensive work with U2 on several of their studio albums.
  • C. Declan Quinn
    Declan Quinn is an American cinematographer known for his work on independent and art-house films, including collaborations with directors like Neil Jordan and Jim Jarmusch.
  • D. Declan Hartnett
    Declan Hartnett is a notable individual recognized for achievements significant enough to be recorded under the surname Hartnett.
  • E. Rory O’Connor
    Rory O’Connor was an Irish republican leader and IRA commander who played a key role in the events leading up to and during the Irish Civil War.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd632d6150819085bab97021c0235a completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03803a948190b6dc2a03bb9cdc93 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0542daf08190b792855c8129ac50 completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05c1dcd48190a08a5748e86a5ac8 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:15 p.m.