Triple

T9969030
Position Surface form Disambiguated ID Type / Status
Subject Mad Max Beyond Thunderdome E195755 entity
Predicate screenwriter P2831 FINISHED
Object Brian Hannant
Brian Hannant is an Australian filmmaker and writer best known for his work on the Mad Max film series, including co-writing "Mad Max Beyond Thunderdome."
E832177 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: Brian Hannant | Statement: [Mad Max Beyond Thunderdome, screenwriter, Brian Hannant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Hannant
Context triple: [Mad Max Beyond Thunderdome, screenwriter, Brian Hannant]
  • A. David Seymour
    David Seymour was a renowned Polish-born photojournalist and co-founder of the Magnum Photos agency, celebrated for his powerful documentary and war photography.
  • B. Andrew Cowie
    Andrew Cowie is a researcher and co-author of a 2021 Nature paper by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
  • C. Mike Savage
    Mike Savage is a Canadian politician who has served as the mayor of Halifax, Nova Scotia.
  • D. Lem Dobbs
    Lem Dobbs is a British-American screenwriter known for his work on films such as "Dark City," "The Limey," and "The Score."
  • E. Andrew Neil
    Andrew Neil is a veteran British journalist and broadcaster known for his incisive political interviews and leadership roles at major UK media outlets.
  • 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: Brian Hannant
Triple: [Mad Max Beyond Thunderdome, screenwriter, Brian Hannant]
Generated description
Brian Hannant is an Australian filmmaker and writer best known for his work on the Mad Max film series, including co-writing "Mad Max Beyond Thunderdome."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Hannant
Target entity description: Brian Hannant is an Australian filmmaker and writer best known for his work on the Mad Max film series, including co-writing "Mad Max Beyond Thunderdome."
  • A. David Seymour
    David Seymour was a renowned Polish-born photojournalist and co-founder of the Magnum Photos agency, celebrated for his powerful documentary and war photography.
  • B. Andrew Cowie
    Andrew Cowie is a researcher and co-author of a 2021 Nature paper by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
  • C. Mike Savage
    Mike Savage is a Canadian politician who has served as the mayor of Halifax, Nova Scotia.
  • D. Lem Dobbs
    Lem Dobbs is a British-American screenwriter known for his work on films such as "Dark City," "The Limey," and "The Score."
  • E. Andrew Neil
    Andrew Neil is a veteran British journalist and broadcaster known for his incisive political interviews and leadership roles at major UK media outlets.
  • 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_69ca82ebd1288190912f9e4482d1fa35 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7b683ac8190ac97bd775a860d29 completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d23dc117f48190ad66dd62f9833a10 completed April 5, 2026, 10:47 a.m.
NEDg Description generation batch_69d23eb2971c8190bcdbc31b4ef19816 completed April 5, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69d240d7b7e881909183d7c33bd8cb5b completed April 5, 2026, 11 a.m.
Created at: March 30, 2026, 8:47 p.m.