Triple

T16580408
Position Surface form Disambiguated ID Type / Status
Subject Happy Valley E402812 entity
Predicate starring P1507 FINISHED
Object Karl Davies E525872 NE FINISHED

How this triple was built (2 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: Karl Davies | Statement: [Happy Valley, starring, Karl Davies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karl Davies
Context triple: [Happy Valley, starring, Karl Davies]
  • A. Karl Davies chosen
    Karl Davies is a British actor best known for his television roles in series such as Emmerdale and Kingdom.
  • B. Phil Davies
    Phil Davies is a British television producer best known for his work on the popular animated children's series "Peppa Pig."
  • C. Jack Davies
    Jack Davies was a British screenwriter and script editor known for his work on numerous mid-20th-century films and television productions.
  • D. Michael Davies
    Michael Davies is a British-born television producer best known for creating and producing popular talk and game shows, including work on "Watch What Happens Live with Andy Cohen" and "Who Wants to Be a Millionaire."
  • E. Clive Dawson
    Clive Dawson is a British screenwriter best known for writing the science fiction horror film "The Last Days on Mars."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01481c3084819099e198c408bea464 completed May 11, 2026, 3:08 a.m.
Created at: April 10, 2026, 5:16 a.m.