Triple
T37507117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Ed: The Troubling Rise of For-Profit Colleges in the New Economy |
E932122
|
entity |
| Predicate | placesInContextOf |
P22088
|
FINISHED |
| Object | Great Recession |
—
|
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: Great Recession | Statement: [Lower Ed: The Troubling Rise of For-Profit Colleges in the New Economy, placesInContextOf, Great Recession]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: placesInContextOf Context triple: [Lower Ed: The Troubling Rise of For-Profit Colleges in the New Economy, placesInContextOf, Great Recession]
-
A.
placesInContext
chosen
Indicates that one entity situates, interprets, or frames another entity within a particular context or surrounding circumstances.
-
B.
contextOf
Indicates that one entity provides the situational, informational, or environmental background within which another entity exists, occurs, or is interpreted.
-
C.
appearsInContextWith
Indicates that two entities are observed or used together within the same situational, textual, or usage context.
-
D.
locatedInNationalContext
Indicates that an entity exists or occurs within the geographical, political, or cultural boundaries of a specific nation.
-
E.
placesWithin
Indicates that one place or area is located entirely inside the boundaries of another place or area.
- 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_69f76ec5268481909ea01c73aeeefd42 |
completed | May 3, 2026, 3:50 p.m. |
| NER | Named-entity recognition | batch_69fdfbafe32081909c62653ff4fc155c |
completed | May 8, 2026, 3:05 p.m. |
| PD | Predicate disambiguation | batch_69fdf64db4a881908f8250e24ae3cefb |
completed | May 8, 2026, 2:42 p.m. |
Created at: May 3, 2026, 4:17 p.m.