Triple
T24139990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sayre, Pennsylvania |
E598200
|
entity |
| Predicate | economyTransitionedTo |
P78236
|
FINISHED |
| Object | healthcare services |
—
|
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: healthcare services | Statement: [Sayre, Pennsylvania, economyTransitionedTo, healthcare services]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: economyTransitionedTo Context triple: [Sayre, Pennsylvania, economyTransitionedTo, healthcare services]
-
A.
economicTransition
Indicates a change in an entity’s economic system, structure, or status from one state or model to another.
-
B.
hasEconomicShift
chosen
Indicates a change in the economic state, structure, or conditions affecting an entity over time.
-
C.
economyContrast
Indicates that two entities are being compared or opposed in terms of their economic characteristics, conditions, or performance.
-
D.
economicTrend
Indicates the general direction or pattern of economic activity or conditions over a period of time.
-
E.
economyIncludes
Indicates that an economy encompasses, contains, or is composed of the specified component, sector, or element.
- 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_69e288c92e448190ac57034fa0c863ce |
completed | April 17, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69f1e005f7f48190b2c538bfc79a83b2 |
completed | April 29, 2026, 10:40 a.m. |
| PD | Predicate disambiguation | batch_69f1765650fc8190a6bc1eb512b240bf |
completed | April 29, 2026, 3:09 a.m. |
Created at: April 17, 2026, 11:28 p.m.