Triple

T5396735
Position Surface form Disambiguated ID Type / Status
Subject Machiavellianism E120673 entity
Predicate developedAsConceptBy P201 FINISHED
Object Richard Christie
Richard Christie was a psychologist best known for empirically developing and measuring the personality construct of Machiavellianism through the creation of the Mach-IV scale.
E516656 NE FINISHED

How this triple was built (5 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: Richard Christie | Statement: [Machiavellianism, developedAsConceptBy, Richard Christie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Christie
Context triple: [Machiavellianism, developedAsConceptBy, Richard Christie]
  • A. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • B. George Moir Christie
    George Moir "Kitch" Christie was a renowned South African rugby union coach best known for leading the Springboks to victory in the 1995 Rugby World Cup.
  • C. Allan Pugh
    Allan Pugh is an individual notable enough to be specifically recorded as a bearer of the surname Pugh.
  • D. Alastair Muir
    Alastair Muir is a photographer best known for his work capturing theatre and performing arts productions.
  • E. Alastair Grahame
    Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
  • 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: Richard Christie
Triple: [Machiavellianism, developedAsConceptBy, Richard Christie]
Generated description
Richard Christie was a psychologist best known for empirically developing and measuring the personality construct of Machiavellianism through the creation of the Mach-IV scale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Christie
Target entity description: Richard Christie was a psychologist best known for empirically developing and measuring the personality construct of Machiavellianism through the creation of the Mach-IV scale.
  • A. Richard Hiscott
    Richard Hiscott is an editor known for his work on the television series "Willow."
  • B. George Moir Christie
    George Moir "Kitch" Christie was a renowned South African rugby union coach best known for leading the Springboks to victory in the 1995 Rugby World Cup.
  • C. Allan Pugh
    Allan Pugh is an individual notable enough to be specifically recorded as a bearer of the surname Pugh.
  • D. Alastair Muir
    Alastair Muir is a photographer best known for his work capturing theatre and performing arts productions.
  • E. Alastair Grahame
    Alastair Grahame was the only son of British author Kenneth Grahame, whose troubled life and early death are often linked to the darker undercurrents in his father's classic work "The Wind in the Willows."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: developedAsConceptBy
Context triple: [Machiavellianism, developedAsConceptBy, Richard Christie]
  • A. developedAs
    Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
  • B. introducedConcept chosen
    Indicates that one entity is responsible for presenting, defining, or bringing a new concept into use or awareness for another entity or context.
  • C. developedThrough
    Indicates that something came into existence, was created, or was brought to its current form by means of a specified process, method, or developmental pathway.
  • D. hasConceptualOrigin
    Indicates that something conceptually originates from, is derived from, or is fundamentally based on another thing.
  • E. developedUnder
    Indicates that something was created, produced, or brought into existence while being subject to the authority, guidance, or conditions imposed by a particular person, organization, regime, or framework.
  • F. None of above.

Provenance (6 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_69bd4637b92c8190b815b6443ae4b323 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8932b8bc8190bd31e11b167a7212 completed March 20, 2026, 5:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3379aae881909217c29aee856e5d completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf33f58bc48190a3ac42d637f4a052 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34882fdc8190acab540c5ff07bd8 completed March 22, 2026, 12:15 a.m.
PD Predicate disambiguation batch_69bd84660ea08190a641084814fcf94d completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2:04 p.m.