Triple
T7394036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Code for America |
E170575
|
entity |
| Predicate | notableProgram |
P4
|
FINISHED |
| Object |
GetCalFresh
GetCalFresh is an online service created by Code for America that streamlines and simplifies the process of applying for food assistance benefits in California.
|
E662026
|
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: GetCalFresh | Statement: [Code for America, notableProgram, GetCalFresh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GetCalFresh Context triple: [Code for America, notableProgram, GetCalFresh]
-
A.
EBT card
An EBT card is a government-issued electronic payment card used by eligible individuals to access and spend their Supplemental Nutrition Assistance Program (SNAP) food benefits.
-
B.
California Food Assistance Program
The California Food Assistance Program is a state-funded nutrition assistance program that provides food benefits to certain low-income residents of California who are ineligible for federal SNAP benefits.
-
C.
LIHEAP
LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
-
D.
DOCCS
DOCCS is the New York State agency responsible for operating state prisons and overseeing community supervision such as parole.
-
E.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
- 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: GetCalFresh Triple: [Code for America, notableProgram, GetCalFresh]
Generated description
GetCalFresh is an online service created by Code for America that streamlines and simplifies the process of applying for food assistance benefits in California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GetCalFresh Target entity description: GetCalFresh is an online service created by Code for America that streamlines and simplifies the process of applying for food assistance benefits in California.
-
A.
EBT card
An EBT card is a government-issued electronic payment card used by eligible individuals to access and spend their Supplemental Nutrition Assistance Program (SNAP) food benefits.
-
B.
California Food Assistance Program
The California Food Assistance Program is a state-funded nutrition assistance program that provides food benefits to certain low-income residents of California who are ineligible for federal SNAP benefits.
-
C.
LIHEAP
LIHEAP is a U.S. federal program that helps low-income households afford home heating and cooling costs.
-
D.
DOCCS
DOCCS is the New York State agency responsible for operating state prisons and overseeing community supervision such as parole.
-
E.
Supplemental Nutrition Assistance Program
The Supplemental Nutrition Assistance Program (SNAP) is a U.S. federal assistance program that provides low-income individuals and families with monthly benefits to purchase food and improve their nutritional security.
- 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2263b48819089319a2a2f0d3357 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c810f82ba08190919924b0994a2eee |
completed | March 28, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c811f1fe3c8190a591186b19044b5f |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c812c1e9d08190b0e7f052d87011b9 |
completed | March 28, 2026, 5:41 p.m. |
Created at: March 27, 2026, 3:09 p.m.