Triple
T10651200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transportation Equity Act for the 21st Century |
E250972
|
entity |
| Predicate | expandedRequirement |
P95164
|
FINISHED |
| Object | data collection for transportation planning |
—
|
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: data collection for transportation planning | Statement: [Transportation Equity Act for the 21st Century, expandedRequirement, data collection for transportation planning]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: expandedRequirement Context triple: [Transportation Equity Act for the 21st Century, expandedRequirement, data collection for transportation planning]
-
A.
relatedRequirement
Indicates that one requirement has a defined relationship or dependency with another requirement.
-
B.
establishedRequirement
Indicates that one entity has formally set or defined a requirement that another entity is expected to satisfy or comply with.
-
C.
evaluationRequirement
Indicates that one entity imposes or specifies conditions under which another entity must be assessed, tested, or evaluated.
-
D.
typicalRequirement
Indicates that one entity is a standard or commonly expected prerequisite, condition, or necessity for another entity.
-
E.
maintenanceRequirement
Indicates that an entity is obligated to perform, schedule, or adhere to specific maintenance activities or conditions for another entity or system.
- F. None of above. chosen
Provenance (4 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff6ba688190b493689d60f616e0 |
completed | April 8, 2026, 11:08 p.m. |
| PD | Predicate disambiguation | batch_69d6dd8753108190b799ffa0c760526e |
completed | April 8, 2026, 10:58 p.m. |
| PDg | Predicate description generation | batch_69d6df47899481909ac0e518d94883cb |
completed | April 8, 2026, 11:05 p.m. |
Created at: April 8, 2026, 9:06 p.m.