Triple

T2658478
Position Surface form Disambiguated ID Type / Status
Subject The Beach E54669 entity
Predicate screenwriter P2831 FINISHED
Object John Hodge
John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
 E348267 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: John Hodge | Statement: [The Beach, screenwriter, John Hodge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hodge
Context triple: [The Beach, screenwriter, John Hodge]
  • A. James Heald
    James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
  • B. Robert Hodgen
    Robert Hodgen was an early settler and landowner in central Kentucky whose name was given to the town of Hodgenville.
  • C. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • D. William Harris
    William Harris was a historical English church musician who served in the prestigious role of Master of the Children, overseeing and training choristers.
  • E. Cal Henderson
    Cal Henderson is a British software engineer and entrepreneur best known as the co-founder and CTO of the workplace communication platform Slack.
  • 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: John Hodge
Triple: [The Beach, screenwriter, John Hodge]
Generated description
John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hodge
Target entity description: John Hodge is a Scottish screenwriter best known for his collaborations with director Danny Boyle on films such as "Trainspotting" and "Shallow Grave."
  • A. James Heald
    James Heald was a notable figure significant enough in South African or local colonial history to have the settlement of Healdtown near Fort Beaufort named in his honor.
  • B. Robert Hodgen
    Robert Hodgen was an early settler and landowner in central Kentucky whose name was given to the town of Hodgenville.
  • C. Patrick Hughes
    Patrick Hughes is an Australian film director best known for helming action movies such as *The Expendables 3* and *The Hitman's Bodyguard*.
  • D. William Harris
    William Harris was a historical English church musician who served in the prestigious role of Master of the Children, overseeing and training choristers.
  • E. Cal Henderson
    Cal Henderson is a British software engineer and entrepreneur best known as the co-founder and CTO of the workplace communication platform Slack.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69b31a46eea081909e1faf639f7789ff completed March 12, 2026, 7:55 p.m.
NEDg Description generation batch_69b31c33fc3c8190b5af3f38206736de completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31c9f48788190bdf4b4ce47e1e5b5 completed March 12, 2026, 8:05 p.m.
Created at: March 6, 2026, 9:53 p.m.