Triple

T7427852
Position Surface form Disambiguated ID Type / Status
Subject MPLS E171412 entity
Predicate usesProtocol P203 FINISHED
Object Label Distribution Protocol
Label Distribution Protocol (LDP) is a signaling protocol used in MPLS networks to establish label-switched paths by distributing labels between routers.
E663648 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: Label Distribution Protocol | Statement: [MPLS, usesProtocol, Label Distribution Protocol]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Label Distribution Protocol
Context triple: [MPLS, usesProtocol, Label Distribution Protocol]
  • A. UIC classification
    UIC classification is a European system for classifying locomotive and multiple-unit wheel arrangements using letters and numbers to denote powered and unpowered axles.
  • B. Distributed Network Protocol
    Distributed Network Protocol is a communications protocol widely used in electric and water utilities for reliable, secure, and time-synchronized data exchange between control systems and remote devices.
  • C. Harvard Classification Scheme
    The Harvard Classification Scheme is an early 20th-century stellar classification system that organizes stars primarily by their spectral characteristics and temperatures into types such as O, B, A, F, G, K, and M.
  • D. Bliss Classification, 2nd edition
    Bliss Classification, 2nd edition is a fully revised and expanded version of Henry E. Bliss’s bibliographic classification system, used in libraries to organize knowledge across all subject areas.
  • E. DCCPS
    DCCPS is a branch of the U.S. National Cancer Institute that leads research and programs focused on cancer prevention, control, and population sciences.
  • 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: Label Distribution Protocol
Triple: [MPLS, usesProtocol, Label Distribution Protocol]
Generated description
Label Distribution Protocol (LDP) is a signaling protocol used in MPLS networks to establish label-switched paths by distributing labels between routers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Label Distribution Protocol
Target entity description: Label Distribution Protocol (LDP) is a signaling protocol used in MPLS networks to establish label-switched paths by distributing labels between routers.
  • A. UIC classification
    UIC classification is a European system for classifying locomotive and multiple-unit wheel arrangements using letters and numbers to denote powered and unpowered axles.
  • B. Distributed Network Protocol
    Distributed Network Protocol is a communications protocol widely used in electric and water utilities for reliable, secure, and time-synchronized data exchange between control systems and remote devices.
  • C. Harvard Classification Scheme
    The Harvard Classification Scheme is an early 20th-century stellar classification system that organizes stars primarily by their spectral characteristics and temperatures into types such as O, B, A, F, G, K, and M.
  • D. Bliss Classification, 2nd edition
    Bliss Classification, 2nd edition is a fully revised and expanded version of Henry E. Bliss’s bibliographic classification system, used in libraries to organize knowledge across all subject areas.
  • E. DCCPS
    DCCPS is a branch of the U.S. National Cancer Institute that leads research and programs focused on cancer prevention, control, and population sciences.
  • 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f306bfe481909f99f6792de95ffc completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f0e28e88190805108dff740dda3 completed March 28, 2026, 6:33 p.m.
NEDg Description generation batch_69c8200c52c8819083b14e8d768fc9be completed March 28, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69c82084879c8190ae60b99f702dc058 completed March 28, 2026, 6:40 p.m.
Created at: March 27, 2026, 3:12 p.m.