Triple
T9933218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Not-for-Profit Operational Concerns Constituency |
E192694
|
entity |
| Predicate | hasPrimaryConcern |
P62989
|
FINISHED |
| Object | operational efficiency in nonprofit organizations |
—
|
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: operational efficiency in nonprofit organizations | Statement: [Not-for-Profit Operational Concerns Constituency, hasPrimaryConcern, operational efficiency in nonprofit organizations]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasPrimaryConcern Context triple: [Not-for-Profit Operational Concerns Constituency, hasPrimaryConcern, operational efficiency in nonprofit organizations]
-
A.
hasHealthConcern
Indicates that an entity has a specific health-related issue, condition, or concern associated with it.
-
B.
hasManagementConcern
Indicates that one entity has responsibility, authority, or involvement in overseeing, directing, or managing another entity or activity.
-
C.
concernsProblem
Indicates that something is about, related to, or deals with a particular problem or issue.
-
D.
hasPrimarySubject
Indicates that an entity is the main or principal subject associated with another entity or resource.
-
E.
hasThematicConcern
chosen
Indicates that one entity (such as a work, text, or discourse) centrally involves, addresses, or focuses on a particular theme, issue, or subject as a primary concern.
- 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_69ca82dd978c8190947124ab0d3315ac |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb5b7897081909b28189aa57af250 |
completed | April 2, 2026, 12:17 a.m. |
| PD | Predicate disambiguation | batch_69cd1d9428cc81909b4b4938566d78a7 |
completed | April 1, 2026, 1:28 p.m. |
Created at: March 30, 2026, 8:44 p.m.