Triple
T1869683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | JSON |
E39004
|
entity |
| Predicate | alternativeTo |
P5887
|
FINISHED |
| Object |
MessagePack
MessagePack is a compact, efficient binary serialization format designed to encode structured data for fast transmission and storage across different programming languages.
|
E208080
|
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: MessagePack | Statement: [JSON, alternativeTo, MessagePack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MessagePack Context triple: [JSON, alternativeTo, MessagePack]
-
A.
HPACK
HPACK is the dedicated header compression format used by HTTP/2 to efficiently encode and transmit HTTP header fields while maintaining security and performance.
-
B.
QPACK
QPACK is a header compression mechanism designed for HTTP/3 over QUIC, improving upon HPACK to better handle multiplexed streams without head-of-line blocking.
-
C.
ASN.1
ASN.1 (Abstract Syntax Notation One) is a standardized, platform-independent notation used to define and encode complex data structures in telecommunications and cryptographic protocols, including X.509 certificates.
-
D.
JSON
JSON (JavaScript Object Notation) is a lightweight, text-based data interchange format widely used for transmitting structured data in web APIs and configuration files.
-
E.
Specific Area Message Encoding
Specific Area Message Encoding (SAME) is a digital protocol used in U.S. emergency alerting systems to target warnings to specific geographic areas and types of hazards.
- 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: MessagePack Triple: [JSON, alternativeTo, MessagePack]
Generated description
MessagePack is a compact, efficient binary serialization format designed to encode structured data for fast transmission and storage across different programming languages.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MessagePack Target entity description: MessagePack is a compact, efficient binary serialization format designed to encode structured data for fast transmission and storage across different programming languages.
-
A.
HPACK
HPACK is the dedicated header compression format used by HTTP/2 to efficiently encode and transmit HTTP header fields while maintaining security and performance.
-
B.
QPACK
QPACK is a header compression mechanism designed for HTTP/3 over QUIC, improving upon HPACK to better handle multiplexed streams without head-of-line blocking.
-
C.
ASN.1
ASN.1 (Abstract Syntax Notation One) is a standardized, platform-independent notation used to define and encode complex data structures in telecommunications and cryptographic protocols, including X.509 certificates.
-
D.
JSON
JSON (JavaScript Object Notation) is a lightweight, text-based data interchange format widely used for transmitting structured data in web APIs and configuration files.
-
E.
Specific Area Message Encoding
Specific Area Message Encoding (SAME) is a digital protocol used in U.S. emergency alerting systems to target warnings to specific geographic areas and types of hazards.
- 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0b95c0c8190a37907755541f8c6 |
completed | March 7, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69add1dab2a481909adb0a3132348cee |
completed | March 8, 2026, 7:45 p.m. |
| NEDg | Description generation | batch_69add25c9c208190a576cf1123c0a2e6 |
completed | March 8, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69add32c32b08190be6624eefa2fa386 |
completed | March 8, 2026, 7:51 p.m. |
Created at: March 4, 2026, 7:34 p.m.