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.