Triple

T13512015
Position Surface form Disambiguated ID Type / Status
Subject Dumfries Academy E322662 entity
Predicate hasNotableAlumnus P51 FINISHED
Object James Harkness (chaplain)
James Harkness was a Scottish Presbyterian minister who served as Chaplain to the Queen in Scotland and held senior chaplaincy roles in the British Army.
 E1047482 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: James Harkness (chaplain) | Statement: [Dumfries Academy, hasNotableAlumnus, James Harkness (chaplain)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Harkness (chaplain)
Context triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (chaplain)]
  • A. Ambrose Spellman
    Ambrose Spellman is a witty, pansexual warlock and Sabrina Spellman’s cousin who serves as a key ally and confidant in the dark fantasy series "Chilling Adventures of Sabrina."
  • B. Father Lankester Merrin
    Father Lankester Merrin is a seasoned Catholic priest and experienced exorcist who confronts demonic forces in William Peter Blatty’s horror story and its film adaptations.
  • C. John Fenwick
    John Fenwick was a 17th-century English Quaker colonist best known for leading and establishing one of the earliest Quaker settlements in what became southern New Jersey.
  • D. Richard Warren
    Richard Warren was an English Pilgrim and early settler of Plymouth Colony who is best known as one of the passengers on the Mayflower and an ancestor of many notable Americans.
  • E. Roderick Plummer
    Roderick Plummer is known as the husband of American actress and singer Cynda Williams.
  • 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: James Harkness (chaplain)
Triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (chaplain)]
Generated description
James Harkness was a Scottish Presbyterian minister who served as Chaplain to the Queen in Scotland and held senior chaplaincy roles in the British Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Harkness (chaplain)
Target entity description: James Harkness was a Scottish Presbyterian minister who served as Chaplain to the Queen in Scotland and held senior chaplaincy roles in the British Army.
  • A. Ambrose Spellman
    Ambrose Spellman is a witty, pansexual warlock and Sabrina Spellman’s cousin who serves as a key ally and confidant in the dark fantasy series "Chilling Adventures of Sabrina."
  • B. Father Lankester Merrin
    Father Lankester Merrin is a seasoned Catholic priest and experienced exorcist who confronts demonic forces in William Peter Blatty’s horror story and its film adaptations.
  • C. John Fenwick
    John Fenwick was a 17th-century English Quaker colonist best known for leading and establishing one of the earliest Quaker settlements in what became southern New Jersey.
  • D. Richard Warren
    Richard Warren was an English Pilgrim and early settler of Plymouth Colony who is best known as one of the passengers on the Mayflower and an ancestor of many notable Americans.
  • E. Roderick Plummer
    Roderick Plummer is known as the husband of American actress and singer Cynda Williams.
  • 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_69d80766a21881909f21a1b7421d3b8a completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf86a6208190be8c18f7a0158f23 completed April 12, 2026, 2:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75d91e35881909a7184be0ad70c14 completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75fbb39848190beeae0e4c112510d completed May 3, 2026, 2:46 p.m.
NED2 Entity disambiguation (via description) batch_69f76049056c8190b77f8ca78c8f77a0 completed May 3, 2026, 2:48 p.m.
Created at: April 9, 2026, 9:43 p.m.