Triple
T23897692
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kimball Cho |
E600949
|
entity |
| Predicate | hasWorkEthic |
P143379
|
FINISHED |
| Object | highly professional |
—
|
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: highly professional | Statement: [Kimball Cho, hasWorkEthic, highly professional]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasWorkEthic Context triple: [Kimball Cho, hasWorkEthic, highly professional]
-
A.
producesWork
Indicates that an entity creates, generates, or brings into existence a work (such as a product, artwork, document, or other output).
-
B.
worksOver
Indicates that one entity performs work that extends beyond or exceeds a certain limit, threshold, or standard associated with another entity.
-
C.
workDedication
chosen
Indicates a sustained level of commitment, effort, and perseverance an entity shows toward its work or assigned tasks.
-
D.
showsWorkOf
Indicates that one entity presents, exhibits, or displays the work or creations produced by another entity.
-
E.
worksDuring
Indicates that an entity performs work or is on duty throughout a specified time period or schedule.
- 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_69e295341ac0819080647f2908af793c |
completed | April 17, 2026, 8:16 p.m. |
| NER | Named-entity recognition | batch_69f1cddb3fdc819096dc84a1774d9bee |
completed | April 29, 2026, 9:22 a.m. |
| PD | Predicate disambiguation | batch_69f1614e24b48190a1c8fb5b7c75ee0f |
completed | April 29, 2026, 1:39 a.m. |
Created at: April 17, 2026, 8:25 p.m.