Triple

T21224443
Position Surface form Disambiguated ID Type / Status
Subject LPWAN E523053 entity
Predicate includesTechnologyFamily P53181 FINISHED
Object RPMA
RPMA (Random Phase Multiple Access) is a low-power wide-area network (LPWAN) wireless communication technology designed for long-range, low-bandwidth connectivity of Internet of Things (IoT) devices.
E1473298 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: RPMA | Statement: [LPWAN, includesTechnologyFamily, RPMA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RPMA
Context triple: [LPWAN, includesTechnologyFamily, RPMA]
  • A. Mopria
    Mopria is a universal mobile printing standard that enables seamless, driverless printing from devices like smartphones, tablets, and Chromebooks to compatible printers.
  • B. C-RAM
    C-RAM (Counter-Rocket, Artillery, and Mortar) is a defensive weapons system designed to detect, track, and intercept incoming indirect fire such as rockets, artillery shells, and mortar rounds to protect troops and critical assets.
  • C. RaSP
    RaSP is a specialist unit of London's Metropolitan Police Service responsible for providing security and protection to the Royal Family, government officials, and other high-profile individuals and sites.
  • D. PMAC
    PMAC is the commonly used nickname for the Pete Maravich Assembly Center, the on-campus arena at Louisiana State University that hosts LSU Tigers basketball games and other major events.
  • E. PMAC
    PMAC is a cryptographic message authentication code mode of operation for block ciphers, co-designed by Phillip Rogaway, that enables efficient, parallelizable authentication of data.
  • 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: RPMA
Triple: [LPWAN, includesTechnologyFamily, RPMA]
Generated description
RPMA (Random Phase Multiple Access) is a low-power wide-area network (LPWAN) wireless communication technology designed for long-range, low-bandwidth connectivity of Internet of Things (IoT) devices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RPMA
Target entity description: RPMA (Random Phase Multiple Access) is a low-power wide-area network (LPWAN) wireless communication technology designed for long-range, low-bandwidth connectivity of Internet of Things (IoT) devices.
  • A. Mopria
    Mopria is a universal mobile printing standard that enables seamless, driverless printing from devices like smartphones, tablets, and Chromebooks to compatible printers.
  • B. C-RAM
    C-RAM (Counter-Rocket, Artillery, and Mortar) is a defensive weapons system designed to detect, track, and intercept incoming indirect fire such as rockets, artillery shells, and mortar rounds to protect troops and critical assets.
  • C. RaSP
    RaSP is a specialist unit of London's Metropolitan Police Service responsible for providing security and protection to the Royal Family, government officials, and other high-profile individuals and sites.
  • D. PMAC
    PMAC is the commonly used nickname for the Pete Maravich Assembly Center, the on-campus arena at Louisiana State University that hosts LSU Tigers basketball games and other major events.
  • E. PMAC
    PMAC is a cryptographic message authentication code mode of operation for block ciphers, co-designed by Phillip Rogaway, that enables efficient, parallelizable authentication of data.
  • 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_69e0b512ad94819087942b2ed925185f completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734a9c9f88190817b574f916886e5 completed April 21, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0986e6ca108190a08a088428817ae6 completed May 17, 2026, 9:14 a.m.
NEDg Description generation batch_6a0987dc2ba88190833f52eda39235f3 completed May 17, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_6a09885d7178819093003533c7785dd8 completed May 17, 2026, 9:20 a.m.
Created at: April 16, 2026, 3:44 p.m.