Triple

T20977230
Position Surface form Disambiguated ID Type / Status
Subject Richard Christie E516656 entity
Predicate employedResearchMethod P28210 FINISHED
Object empirical scale construction LITERAL 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: empirical scale construction | Statement: [Richard Christie, employedResearchMethod, empirical scale construction]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: employedResearchMethod
Context triple: [Richard Christie, employedResearchMethod, empirical scale construction]
  • A. researchApproach
    Indicates the methodological strategy or set of methods used to conduct and structure a research activity or investigation.
  • B. methodologyType chosen
    Indicates the specific kind or category of method or procedure used in carrying out an activity or study.
  • C. usedResearchFrom
    Indicates that one entity based its work, findings, or outputs on research conducted or provided by another entity.
  • D. disciplinaryMethod
    Indicates a method or approach used to discipline, correct, or control another party’s behavior.
  • E. researchValue
    Indicates that something is considered useful, important, or relevant for research or scholarly investigation.
  • F. None of above.

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_69e0b4fee5ac8190875fa9ceba1a5e5e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fba4a0dc819083b90795d26adfff completed April 21, 2026, 4:23 a.m.
PD Predicate disambiguation batch_69e5dbe6976081908abd4e9c8734bae9 completed April 20, 2026, 7:55 a.m.
Created at: April 16, 2026, 1:47 p.m.