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.