Triple
T12876990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | California Transportation Commission |
E307993
|
entity |
| Predicate | programsInclude |
P10191
|
FINISHED |
| Object |
Active Transportation Program
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
|
E1006432
|
NE FINISHED |
How this triple was built (4 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: Active Transportation Program | Statement: [California Transportation Commission, programsInclude, Active Transportation Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Active Transportation Program Context triple: [California Transportation Commission, programsInclude, Active Transportation Program]
-
A.
Transportation Improvement Programs
Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
-
B.
Clean Transportation Program
The Clean Transportation Program is a California initiative that funds and promotes advanced, low- and zero-emission transportation technologies to reduce petroleum dependence and greenhouse gas emissions.
-
C.
Sustainable Streets Division
The Sustainable Streets Division is a unit of San Francisco’s transportation agency responsible for planning, designing, and managing street infrastructure and policies to promote safe, efficient, and environmentally friendly travel.
-
D.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
E.
Organic Transitions Program
The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Active Transportation Program Triple: [California Transportation Commission, programsInclude, Active Transportation Program]
Generated description
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Active Transportation Program Target entity description: The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
-
A.
Transportation Improvement Programs
Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
-
B.
Clean Transportation Program
The Clean Transportation Program is a California initiative that funds and promotes advanced, low- and zero-emission transportation technologies to reduce petroleum dependence and greenhouse gas emissions.
-
C.
Sustainable Streets Division
The Sustainable Streets Division is a unit of San Francisco’s transportation agency responsible for planning, designing, and managing street infrastructure and policies to promote safe, efficient, and environmentally friendly travel.
-
D.
Mass Transportation Demonstration Program
The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
-
E.
Organic Transitions Program
The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
- F. None of above. chosen
Provenance (5 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_69d7bdf69bc48190af6c2621f28ca351 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d970fa8474819086a8af3c90f3ca84 |
completed | April 10, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69bb83bac8190838f7537b806317c |
completed | May 3, 2026, 12:50 a.m. |
| NEDg | Description generation | batch_69f69cc60c488190a5a71e25c075e9ff |
completed | May 3, 2026, 12:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d845a9081909b40562825c1c500 |
completed | May 3, 2026, 12:57 a.m. |
Created at: April 9, 2026, 5:38 p.m.