Triple
T7232026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office of Biometric Identity Management |
E154924
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object |
United States borders
United States borders are the land and maritime boundary regions where the country controls and monitors the entry and exit of people and goods.
|
E650442
|
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: United States borders | Statement: [Office of Biometric Identity Management, serviceArea, United States borders]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States borders Context triple: [Office of Biometric Identity Management, serviceArea, United States borders]
-
A.
U.S.–Mexico border
The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
-
B.
Canada–United States border
The Canada–United States border is the world’s longest international land boundary, separating Canada and the United States across diverse terrains from the Atlantic to the Pacific and Arctic Oceans.
-
C.
border reivers
The border reivers were lawless raiders and clans who operated along the Anglo-Scottish border from the late Middle Ages to the early 17th century, notorious for cattle rustling, feuding, and shifting loyalties between England and Scotland.
-
D.
Canada–United States border region
The Canada–United States border region is the extensive transboundary area where the two countries meet, encompassing shared ecosystems, waterways, and communities that require coordinated environmental and policy management.
-
E.
U.S. ports of entry
U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
- 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: United States borders Triple: [Office of Biometric Identity Management, serviceArea, United States borders]
Generated description
United States borders are the land and maritime boundary regions where the country controls and monitors the entry and exit of people and goods.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States borders Target entity description: United States borders are the land and maritime boundary regions where the country controls and monitors the entry and exit of people and goods.
-
A.
U.S.–Mexico border
The U.S.–Mexico border is the international boundary separating the United States and Mexico, stretching from the Pacific Ocean to the Gulf of Mexico and serving as a major focal point for migration, trade, and security issues.
-
B.
Canada–United States border
The Canada–United States border is the world’s longest international land boundary, separating Canada and the United States across diverse terrains from the Atlantic to the Pacific and Arctic Oceans.
-
C.
border reivers
The border reivers were lawless raiders and clans who operated along the Anglo-Scottish border from the late Middle Ages to the early 17th century, notorious for cattle rustling, feuding, and shifting loyalties between England and Scotland.
-
D.
Canada–United States border region
The Canada–United States border region is the extensive transboundary area where the two countries meet, encompassing shared ecosystems, waterways, and communities that require coordinated environmental and policy management.
-
E.
U.S. ports of entry
U.S. ports of entry are official border crossing points—such as airports, seaports, and land crossings—where travelers and goods are inspected and processed for admission into the United States.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea106cc881909348be576ced4beb |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc2786f88190b0008891f801ca95 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd7cb5f081908c2ca7ce8653f25f |
completed | March 28, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cdf9e0608190a466ed638b728924 |
completed | March 28, 2026, 12:47 p.m. |
Created at: March 27, 2026, 2:54 p.m.