Triple

T4131195
Position Surface form Disambiguated ID Type / Status
Subject Defense Enrollment Eligibility Reporting System E85044 entity
Predicate linkedTo P37 FINISHED
Object Real-Time Automated Personnel Identification System
The Real-Time Automated Personnel Identification System (RAPIDS) is a U.S. Department of Defense system used to verify identity and issue Common Access Cards and other identification credentials to eligible personnel and dependents.
E414745 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: Real-Time Automated Personnel Identification System | Statement: [Defense Enrollment Eligibility Reporting System, linkedTo, Real-Time Automated Personnel Identification System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Real-Time Automated Personnel Identification System
Context triple: [Defense Enrollment Eligibility Reporting System, linkedTo, Real-Time Automated Personnel Identification System]
  • A. Integrated Automated Fingerprint Identification System
    The Integrated Automated Fingerprint Identification System is the FBI’s large-scale computerized system for storing, searching, and matching fingerprint and biometric data to support criminal identification and investigative work.
  • B. Automated Passport Control kiosks
    Automated Passport Control kiosks are self-service machines at U.S. ports of entry that streamline and expedite the inspection process for eligible travelers by automating passport and customs data collection.
  • C. Machine Readable Travel Documents
    Machine Readable Travel Documents are standardized passports and similar identity documents that contain data in a format readable by machines, enabling automated identity verification and border control.
  • D. U.S. Visitor and Immigrant Status Indicator Technology
    U.S. Visitor and Immigrant Status Indicator Technology (US-VISIT) is a U.S. government biometric entry–exit tracking system used to verify the identities and monitor the movements of foreign nationals entering and leaving the United States.
  • E. Bimodal Voter Accreditation System
    The Bimodal Voter Accreditation System is a Nigerian election technology that uses both fingerprint and facial recognition to verify voters’ identities and curb electoral fraud.
  • 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: Real-Time Automated Personnel Identification System
Triple: [Defense Enrollment Eligibility Reporting System, linkedTo, Real-Time Automated Personnel Identification System]
Generated description
The Real-Time Automated Personnel Identification System (RAPIDS) is a U.S. Department of Defense system used to verify identity and issue Common Access Cards and other identification credentials to eligible personnel and dependents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Real-Time Automated Personnel Identification System
Target entity description: The Real-Time Automated Personnel Identification System (RAPIDS) is a U.S. Department of Defense system used to verify identity and issue Common Access Cards and other identification credentials to eligible personnel and dependents.
  • A. Integrated Automated Fingerprint Identification System
    The Integrated Automated Fingerprint Identification System is the FBI’s large-scale computerized system for storing, searching, and matching fingerprint and biometric data to support criminal identification and investigative work.
  • B. Automated Passport Control kiosks
    Automated Passport Control kiosks are self-service machines at U.S. ports of entry that streamline and expedite the inspection process for eligible travelers by automating passport and customs data collection.
  • C. Machine Readable Travel Documents
    Machine Readable Travel Documents are standardized passports and similar identity documents that contain data in a format readable by machines, enabling automated identity verification and border control.
  • D. U.S. Visitor and Immigrant Status Indicator Technology
    U.S. Visitor and Immigrant Status Indicator Technology (US-VISIT) is a U.S. government biometric entry–exit tracking system used to verify the identities and monitor the movements of foreign nationals entering and leaving the United States.
  • E. Bimodal Voter Accreditation System
    The Bimodal Voter Accreditation System is a Nigerian election technology that uses both fingerprint and facial recognition to verify voters’ identities and curb electoral fraud.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af021f6a508190b8ac1e0d8b859f74 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c26d4c81909b8be74855cbd03f completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:42 p.m.