Triple
T7897882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | gRPC |
E183379
|
entity |
| Predicate | defaultSerializationFormat |
P77670
|
FINISHED |
| Object | Protocol Buffers |
E208079
|
NE FINISHED |
How this triple was built (3 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: Protocol Buffers | Statement: [gRPC, defaultSerializationFormat, Protocol Buffers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Protocol Buffers Context triple: [gRPC, defaultSerializationFormat, Protocol Buffers]
-
A.
Protocol Buffers
chosen
Protocol Buffers is a language-neutral, platform-neutral mechanism developed by Google for efficiently serializing structured data, commonly used for communication protocols and data storage.
-
B.
gRPC
gRPC is a high-performance, open-source remote procedure call (RPC) framework developed by Google that uses HTTP/2 and protocol buffers to enable efficient, language-agnostic communication between services.
-
C.
MessagePack
MessagePack is a compact, efficient binary serialization format designed to encode structured data for fast transmission and storage across different programming languages.
-
D.
Apache Thrift
Apache Thrift is an open-source software framework for scalable cross-language services development, providing an interface definition language and code generation for efficient RPC and data serialization across multiple programming languages.
-
E.
Apache Parquet
Apache Parquet is a columnar storage file format optimized for efficient data compression and query performance in big data processing frameworks such as Apache Hadoop and Apache Spark.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: defaultSerializationFormat Context triple: [gRPC, defaultSerializationFormat, Protocol Buffers]
-
A.
serializationFormatFor
Indicates the data serialization format used to encode or represent a given resource or entity.
-
B.
originalSerialization
Indicates that one entity is the initial or source serialized form from which another serialized representation is derived.
-
C.
primarySerialization
chosen
Indicates that one representation or format of an entity is designated as its main or default form for storage, transmission, or processing.
-
D.
defaultPackageFormat
Indicates the standard or primary packaging format that is used by default for an item or distribution.
-
E.
serializationStyle
Indicates how data is formatted, structured, and encoded when being converted to or from a serialized representation.
- F. None of above.
Provenance (4 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_69ca828d13088190b222be7aa9f9315c |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a296db8819084c620b12f77acb5 |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb719a08190a0545a361f559bf7 |
completed | March 31, 2026, 5:29 a.m. |
| PD | Predicate disambiguation | batch_69cae92d94448190b4425bbfb64c658c |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 5:01 p.m.