Triple
T25773701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toni Ko |
E649087
|
entity |
| Predicate | entrepreneurialActivityLocation |
P38432
|
FINISHED |
| Object | Los Angeles area |
—
|
NE NERFINISHED |
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: Los Angeles area | Statement: [Toni Ko, entrepreneurialActivityLocation, Los Angeles area]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: entrepreneurialActivityLocation Context triple: [Toni Ko, entrepreneurialActivityLocation, Los Angeles area]
-
A.
placeOfBusinessActivity
Indicates the type or nature of business activity that is conducted at a particular place or location.
-
B.
placesEntrepreneurAs
Indicates that one entity assigns, appoints, or recognizes another entity as an entrepreneur in a particular role or context.
-
C.
locationOfEstablishment
chosen
Indicates the place or area where an establishment is situated or operates.
-
D.
buildingActivityLocation
Indicates the location where a building-related activity takes place or is carried out.
-
E.
organizationLocatedAt
Indicates that an organization is situated or based at a specific geographic location or address.
- 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_69e7ab333b508190b6d708d8d9a328ed |
completed | April 21, 2026, 4:52 p.m. |
| NER | Named-entity recognition | batch_69f5fe5b23ac81908ff1b6f06911f45b |
completed | May 2, 2026, 1:38 p.m. |
| PD | Predicate disambiguation | batch_69f4938b960081909b53c074a3e0c7c2 |
completed | May 1, 2026, 11:50 a.m. |
Created at: April 22, 2026, 5:32 a.m.