Triple

T8395597
Position Surface form Disambiguated ID Type / Status
Subject Furiosa: A Mad Max Saga E198044 entity
Predicate stars P1956 FINISHED
Object Lachy Hulme
Lachy Hulme is an Australian actor and screenwriter known for his character roles in film and television, including a part in the action film "Furiosa: A Mad Max Saga."
E731023 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: Lachy Hulme | Statement: [Furiosa: A Mad Max Saga, stars, Lachy Hulme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lachy Hulme
Context triple: [Furiosa: A Mad Max Saga, stars, Lachy Hulme]
  • A. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • B. Mike Eley
    Mike Eley is a British cinematographer known for his work on acclaimed films and television dramas.
  • C. Jonny Keeling
    Jonny Keeling is a British television producer known for his work on major BBC natural history documentaries.
  • D. Jimmy Yuill
    Jimmy Yuill is a Scottish actor known for his work in film, television, and theatre, including roles in several Shakespearean adaptations.
  • E. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • 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: Lachy Hulme
Triple: [Furiosa: A Mad Max Saga, stars, Lachy Hulme]
Generated description
Lachy Hulme is an Australian actor and screenwriter known for his character roles in film and television, including a part in the action film "Furiosa: A Mad Max Saga."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lachy Hulme
Target entity description: Lachy Hulme is an Australian actor and screenwriter known for his character roles in film and television, including a part in the action film "Furiosa: A Mad Max Saga."
  • A. Warryn Campbell
    Warryn Campbell is an American record producer, songwriter, and multi-instrumentalist known for his work across hip hop, R&B, and gospel with artists such as Kanye West, Mary Mary, and Alicia Keys.
  • B. Mike Eley
    Mike Eley is a British cinematographer known for his work on acclaimed films and television dramas.
  • C. Jonny Keeling
    Jonny Keeling is a British television producer known for his work on major BBC natural history documentaries.
  • D. Jimmy Yuill
    Jimmy Yuill is a Scottish actor known for his work in film, television, and theatre, including roles in several Shakespearean adaptations.
  • E. Robin McAuley
    Robin McAuley is an Irish rock singer best known for his work with the McAuley Schenker Group and as a longtime vocalist in various hard rock and metal projects.
  • 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_69ca82f816bc8190ab321c07d72208c1 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb81874d6c8190bbc0ac832d8a339d completed March 31, 2026, 8:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde85ee7b08190bfbcbed0edb142dd completed April 2, 2026, 3:54 a.m.
NEDg Description generation batch_69cdebfc63e8819087f5c1d588b58e21 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded77618c81909e8786ccd2f3e4b6 completed April 2, 2026, 4:15 a.m.
Created at: March 30, 2026, 6:04 p.m.