Triple
T7847033
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | multilateral development banks |
E181948
|
entity |
| Predicate | typicalBorrowers |
P69284
|
FINISHED |
| Object | sovereign governments |
—
|
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: sovereign governments | Statement: [multilateral development banks, typicalBorrowers, sovereign governments]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: typicalBorrowers Context triple: [multilateral development banks, typicalBorrowers, sovereign governments]
-
A.
targetBorrowers
chosen
Indicates that certain entities are the intended or eligible recipients of a loan or borrowing arrangement from another entity.
-
B.
typicalAudience
Indicates the group of people for whom something (such as a work, product, or resource) is primarily intended or most suitable.
-
C.
borrower
Indicates a relationship where one entity temporarily receives and uses something belonging to another entity, typically with the obligation to return it.
-
D.
typicalLoanPurpose
Indicates the usual or intended purpose for which a loan is taken or used.
-
E.
eligibleBorrower
Indicates that an entity meets the required conditions to be allowed to borrow (e.g., money, items, or resources) under a given set of rules or policies.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb164105fc8190a60aaa27dd619d5a |
completed | March 31, 2026, 12:33 a.m. |
| PD | Predicate disambiguation | batch_69cae92180f88190ae3d44c3de7adc93 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:49 p.m.