Triple

T20063277
Position Surface form Disambiguated ID Type / Status
Subject Andrew Bovell E499537 entity
Predicate notableWork P4 FINISHED
Object Head On
Head On is a 1998 Australian drama film, based on Christos Tsiolkas’s novel "Loaded," that explores the turbulent life and identity struggles of a young gay Greek-Australian man in Melbourne.
E1408343 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: Head On | Statement: [Andrew Bovell, notableWork, Head On]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Head On
Context triple: [Andrew Bovell, notableWork, Head On]
  • A. Head On
    Head On is a large-scale installation artwork by Chinese contemporary artist Cai Guo-Qiang featuring a pack of life-sized wolves charging into an invisible glass wall, symbolizing collective blind faith and inevitable catastrophe.
  • B. Head On
    Head On is a science fiction novel by John Scalzi that follows an FBI investigation into a murder in a near-future world where people use remotely controlled robotic bodies called "threeps."
  • C. On and On
    "On and On" is a mellow, acoustic-driven studio album by singer-songwriter Jack Johnson that blends surf-folk melodies with introspective, laid-back lyrics.
  • D. On and On
    "On and On" is a song featured on Gemma Hayes' debut album "The 18th Day."
  • E. On and On
    "On and On" is a soft rock hit song by singer-songwriter Stephen Bishop, best known for its mellow melody and reflective lyrics that made it a popular track in the late 1970s.
  • 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: Head On
Triple: [Andrew Bovell, notableWork, Head On]
Generated description
Head On is a 1998 Australian drama film, based on Christos Tsiolkas’s novel "Loaded," that explores the turbulent life and identity struggles of a young gay Greek-Australian man in Melbourne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Head On
Target entity description: Head On is a 1998 Australian drama film, based on Christos Tsiolkas’s novel "Loaded," that explores the turbulent life and identity struggles of a young gay Greek-Australian man in Melbourne.
  • A. Head On
    Head On is a large-scale installation artwork by Chinese contemporary artist Cai Guo-Qiang featuring a pack of life-sized wolves charging into an invisible glass wall, symbolizing collective blind faith and inevitable catastrophe.
  • B. Head On
    Head On is a science fiction novel by John Scalzi that follows an FBI investigation into a murder in a near-future world where people use remotely controlled robotic bodies called "threeps."
  • C. On and On
    "On and On" is a song featured on Gemma Hayes' debut album "The 18th Day."
  • D. On and On
    "On and On" is a mellow, acoustic-driven studio album by singer-songwriter Jack Johnson that blends surf-folk melodies with introspective, laid-back lyrics.
  • E. On and On
    "On and On" is a soft rock hit song by singer-songwriter Stephen Bishop, best known for its mellow melody and reflective lyrics that made it a popular track in the late 1970s.
  • 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66377b6b48190a0a37279f285123e completed April 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a081612662c81909cb1e90910ca76ac completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816d4a8e081909930e2e379a56071 completed May 16, 2026, 7:03 a.m.
NED2 Entity disambiguation (via description) batch_6a081742ed8481908a424a3d05368e46 completed May 16, 2026, 7:05 a.m.
Created at: April 11, 2026, 3:39 p.m.