Triple
T20753917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bumiputera |
E510799
|
entity |
| Predicate | isAffirmativeActionFor |
P141364
|
FINISHED |
| Object | indigenous peoples of Malaysia |
—
|
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: indigenous peoples of Malaysia | Statement: [Bumiputera, isAffirmativeActionFor, indigenous peoples of Malaysia]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isAffirmativeActionFor Context triple: [Bumiputera, isAffirmativeActionFor, indigenous peoples of Malaysia]
-
A.
discriminationStatus
Indicates whether an entity is subject to, engaged in, or affected by discriminatory treatment based on protected or distinguishing characteristics.
-
B.
includedMinorityProtectionClausesFor
Indicates that one party incorporated specific clauses or provisions into an agreement to safeguard the rights or interests of a minority group associated with the other party.
-
C.
isHBCUProgram
Indicates that a program is affiliated with, offered by, or specifically designated as part of a Historically Black College or University (HBCU).
-
D.
isApprovedFor
Indicates that one entity has been officially authorized, accepted, or permitted for use, access, or association with another entity.
-
E.
receivedFederalLoanGuarantees
Indicates that one entity has obtained a federal government guarantee backing a loan made to it by another entity.
- 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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c22d0ebc8190b17077326f540f98 |
completed | April 21, 2026, 12:17 a.m. |
| PD | Predicate disambiguation | batch_69e5c0509608819080cdbf47fcddfe36 |
completed | April 20, 2026, 5:57 a.m. |
| PDg | Predicate description generation | batch_69e5c3cbe5788190b7ace43bfdac2ef6 |
completed | April 20, 2026, 6:12 a.m. |
Created at: April 16, 2026, 12:34 p.m.