Triple
T9806439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pembina–Emerson border crossing |
E237964
|
entity |
| Predicate | borderAgencyUnitedStates |
P90079
|
FINISHED |
| Object | U.S. Customs and Border Protection |
E7739
|
NE FINISHED |
How this triple was built (3 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: [Pembina–Emerson border crossing, borderAgencyUnitedStates, 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: [Pembina–Emerson border crossing, borderAgencyUnitedStates, 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.
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.
-
D.
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.
-
E.
Bureau of Customs
The Bureau of Customs is the Philippine government agency responsible for collecting customs duties and taxes and regulating the flow of goods into and out of the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: borderAgencyUnitedStates Context triple: [Pembina–Emerson border crossing, borderAgencyUnitedStates, U.S. Customs and Border Protection]
-
A.
borderWithUnitedStatesVia
Indicates that one entity shares a border with the United States specifically through or along the second entity (such as a body of water, territory, or region).
-
B.
borderCityOnUSSide
Indicates that a city is located on the U.S. side of an international border shared with another country.
-
C.
borderStateOnUSSide
Indicates that a state is located on the U.S. side of an international border shared with another country.
-
D.
borderStateOf
Indicates that one state shares a common boundary or border with another state.
-
E.
borderRegime
Indicates the type, rules, or control system governing how movement or interaction is managed across a border between entities.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdab7cb9588190953a063cb7b9e29e |
completed | April 1, 2026, 11:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c45878e481908aa2098eceb44256 |
completed | April 5, 2026, 2:09 a.m. |
| PD | Predicate disambiguation | batch_69cd03dd2da881909052fbf29736a773 |
completed | April 1, 2026, 11:39 a.m. |
| PDg | Predicate description generation | batch_69cd06abc9248190a506b64e9c516d03 |
completed | April 1, 2026, 11:51 a.m. |
Created at: March 30, 2026, 8:29 p.m.