Triple
T13857703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States immigration reform |
E333106
|
entity |
| Predicate | involves |
P1256
|
FINISHED |
| Object | U.S. Customs and Border Protection |
E7739
|
NE 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: U.S. Customs and Border Protection | Statement: [United States immigration reform, involves, U.S. Customs and Border Protection]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Customs and Border Protection Context triple: [United States immigration reform, involves, U.S. Customs and Border Protection]
-
A.
U.S. Customs and Border Protection
chosen
U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
-
B.
Federal Office for Customs and Border Security
The Federal Office for Customs and Border Security is Switzerland’s national authority responsible for customs control, border security, and related law enforcement tasks.
-
C.
Customs and Border Control Department
The Customs and Border Control Department is the arm of Kenya’s tax authority responsible for regulating cross-border trade, collecting customs duties, and enforcing import and export laws at the country’s entry and exit points.
-
D.
Immigration and Customs Enforcement
Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
-
E.
United States Customs Service
The United States Customs Service was a federal agency responsible for collecting import duties and enforcing customs and trade laws at U.S. borders and ports of entry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d81c5ba13c8190839315f54768acfd |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02dc9f488190b7181dcb7e304632 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fb7c3c819081fc6f89aa17d6af |
completed | May 3, 2026, 9:41 p.m. |
Created at: April 9, 2026, 10:14 p.m.