Triple

T1748149
Position Surface form Disambiguated ID Type / Status
Subject The Conjuring E38380 entity
Predicate writer P1360 FINISHED
Object Chad Hayes
Chad Hayes is an American screenwriter best known for co-writing popular horror films, including "The Conjuring," often in collaboration with his twin brother Carey W. Hayes.
E210493 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: Chad Hayes | Statement: [The Conjuring, writer, Chad Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chad Hayes
Context triple: [The Conjuring, writer, Chad Hayes]
  • A. Chad Hugo
    Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
  • B. Adam Chapman
    Adam Chapman is a television producer known for his work on the acclaimed nature documentary series "Our Planet."
  • C. Shawn Horcoff
    Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
  • D. Kevin Yagher
    Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
  • E. Chad Mirkin
    Chad Mirkin is an American chemist and nanotechnology pioneer known for inventing dip-pen nanolithography and developing spherical nucleic acids for biomedical applications.
  • 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: Chad Hayes
Triple: [The Conjuring, writer, Chad Hayes]
Generated description
Chad Hayes is an American screenwriter best known for co-writing popular horror films, including "The Conjuring," often in collaboration with his twin brother Carey W. Hayes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chad Hayes
Target entity description: Chad Hayes is an American screenwriter best known for co-writing popular horror films, including "The Conjuring," often in collaboration with his twin brother Carey W. Hayes.
  • A. Chad Hugo
    Chad Hugo is an American record producer, multi-instrumentalist, and songwriter best known as one half of the influential production duo The Neptunes, alongside Pharrell Williams.
  • B. Adam Chapman
    Adam Chapman is a television producer known for his work on the acclaimed nature documentary series "Our Planet."
  • C. Shawn Horcoff
    Shawn Horcoff is a former NHL center, best known for his long tenure with the Edmonton Oilers, who transitioned into hockey management after retiring as a player.
  • D. Kevin Yagher
    Kevin Yagher is an American special effects and makeup artist and director best known for his work on horror and fantasy films and for creating iconic genre characters.
  • E. Chad Mirkin
    Chad Mirkin is an American chemist and nanotechnology pioneer known for inventing dip-pen nanolithography and developing spherical nucleic acids for biomedical applications.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ecda0c819091f81942a5bde31d completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf39b08881908d798b3eae51dbae completed March 8, 2026, 8:42 p.m.
NEDg Description generation batch_69addfb3860481908ff4eebfa3d06fa7 completed March 8, 2026, 8:44 p.m.
NED2 Entity disambiguation (via description) batch_69ade027072481909b707bbfc47da4de completed March 8, 2026, 8:46 p.m.
Created at: March 4, 2026, 7:31 p.m.