Triple

T13512014
Position Surface form Disambiguated ID Type / Status
Subject Dumfries Academy E322662 entity
Predicate hasNotableAlumnus P51 FINISHED
Object James Harkness (army officer)
James Harkness was a British Army officer who rose to senior rank and is recognized as a distinguished military leader from Scotland.
 E1044493 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 (army officer) | Statement: [Dumfries Academy, hasNotableAlumnus, James Harkness (army officer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Harkness (army officer)
Context triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (army officer)]
  • A. Henry Russell
    Henry Russell was a 19th-century Irish-French mountaineer famed for his pioneering ascents and explorations in the Pyrenees.
  • B. Wesley Merritt
    Wesley Merritt was a United States Army general who led American forces in the Spanish–American War and briefly served as the first American military governor of the Philippines.
  • C. Charles Wolf
    Charles Wolf was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
  • D. Henry Sherman
    Henry Sherman is a compassionate, soft-spoken accountant who becomes romantically involved with Etheline Tenenbaum in Wes Anderson’s film "The Royal Tenenbaums."
  • E. Alexander D'Arcy
    Alexander D'Arcy was an Egyptian-born actor known for his suave, often comedic supporting roles in Hollywood films of the 1930s and 1940s.
  • 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 (army officer)
Triple: [Dumfries Academy, hasNotableAlumnus, James Harkness (army officer)]
Generated description
James Harkness was a British Army officer who rose to senior rank and is recognized as a distinguished military leader from Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Harkness (army officer)
Target entity description: James Harkness was a British Army officer who rose to senior rank and is recognized as a distinguished military leader from Scotland.
  • A. Henry Russell
    Henry Russell was a 19th-century Irish-French mountaineer famed for his pioneering ascents and explorations in the Pyrenees.
  • B. Wesley Merritt
    Wesley Merritt was a United States Army general who led American forces in the Spanish–American War and briefly served as the first American military governor of the Philippines.
  • C. Charles Wolf
    Charles Wolf was a 19th-century French astronomer best known for co-discovering the class of hot, massive Wolf–Rayet stars.
  • D. Henry Sherman
    Henry Sherman is a compassionate, soft-spoken accountant who becomes romantically involved with Etheline Tenenbaum in Wes Anderson’s film "The Royal Tenenbaums."
  • E. Alexander D'Arcy
    Alexander D'Arcy was an Egyptian-born actor known for his suave, often comedic supporting roles in Hollywood films of the 1930s and 1940s.
  • 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_69f75492676c81909602745e2b6436cb completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7555173d08190be887e81c148192e completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f75675df788190b4aa562fe0bc1d75 completed May 3, 2026, 2:06 p.m.
Created at: April 9, 2026, 9:43 p.m.