Triple

T20808943
Position Surface form Disambiguated ID Type / Status
Subject Anthony Hsieh E512242 entity
Predicate strategicFocusAtLoanDepot P141912 FINISHED
Object technology-enabled lending 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: technology-enabled lending | Statement: [Anthony Hsieh, strategicFocusAtLoanDepot, technology-enabled lending]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: strategicFocusAtLoanDepot
Context triple: [Anthony Hsieh, strategicFocusAtLoanDepot, technology-enabled lending]
  • A. campaignStrategyFocus
    Indicates that a campaign’s strategic efforts are concentrated on a particular issue, audience, or approach.
  • B. fundingFocus
    Indicates that one entity’s funding is directed toward or prioritized for a particular target, theme, or area of activity.
  • C. branchOfServiceFocus
    Indicates that one entity is the primary military or organizational branch of service emphasized, specialized in, or targeted by another entity or activity.
  • D. managementPlanFocus
    Indicates that a management plan is directed toward or concentrates on a particular issue, objective, or aspect of interest.
  • E. strategicGoal
    Indicates that one entity represents a long-term objective or desired outcome that another entity is intentionally aiming to achieve or align actions toward.
  • F. None of above. chosen

Provenance (4 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_69e0b4cd25088190b48ca9700cd24efc completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2d199888190b8b190c928f510b7 completed April 21, 2026, 12:20 a.m.
PD Predicate disambiguation batch_69e5c99ca55481908e8d434fa901cfd6 completed April 20, 2026, 6:37 a.m.
PDg Predicate description generation batch_69e5d53c4d6881909b4d0a716fa5ed4a completed April 20, 2026, 7:26 a.m.
Created at: April 16, 2026, 12:40 p.m.