Triple
T23019257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Expected Family Contribution (EFC) |
E573116
|
entity |
| Predicate | usedInFormula |
P51567
|
FINISHED |
| Object | Cost of Attendance minus Expected Family Contribution equals financial need |
—
|
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: Cost of Attendance minus Expected Family Contribution equals financial need | Statement: [Expected Family Contribution (EFC), usedInFormula, Cost of Attendance minus Expected Family Contribution equals financial need]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: usedInFormula Context triple: [Expected Family Contribution (EFC), usedInFormula, Cost of Attendance minus Expected Family Contribution equals financial need]
-
A.
formulaUsed
Indicates that a particular formula is employed or applied in performing a calculation, derivation, or reasoning step.
-
B.
areUsedIn
Indicates that certain entities serve as components, tools, or resources within a particular process, context, or application.
-
C.
usedInExpression
chosen
Indicates that one entity (typically a term, symbol, or construct) is employed as a component within another entity that represents an expression.
-
D.
usedInFormat
Indicates that something (such as a method, standard, or component) is employed or applied within a particular format.
-
E.
usedInStructure
Indicates that something (such as a material, component, or element) is employed as part of the composition or construction of a larger structure.
- 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_69e245b764cc8190a51be76f1d9611e1 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f183e777cc81908c0b0bfd9d5a717c |
completed | April 29, 2026, 4:07 a.m. |
| PD | Predicate disambiguation | batch_69ef3b9cd5488190bcd23183179f48cd |
completed | April 27, 2026, 10:34 a.m. |
Created at: April 17, 2026, 3:52 p.m.