Triple

T13360219
Position Surface form Disambiguated ID Type / Status
Subject Stuart Hall E318800 entity
Predicate notableWork P4 FINISHED
Object Encoding/Decoding
Encoding/Decoding is Stuart Hall’s influential essay that outlines how media messages are produced, circulated, and interpreted through distinct encoding and decoding processes, emphasizing the active role of audiences in constructing meaning.
E1036681 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: Encoding/Decoding | Statement: [Stuart Hall, notableWork, Encoding/Decoding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Encoding/Decoding
Context triple: [Stuart Hall, notableWork, Encoding/Decoding]
  • A. Scott encoding
    Scott encoding is a method in lambda calculus for representing algebraic data types and their pattern matching behavior using higher-order functions.
  • B. Filter Encoding
    Filter Encoding is an Open Geospatial Consortium (OGC) standard XML-based language for expressing queries and filters on geospatial and attribute data in web services.
  • C. Decode
    "Decode" is a 2008 alternative rock song by Paramore, best known as the lead single from the soundtrack of the film "Twilight."
  • D. Content-Encoding
    Content-Encoding is an HTTP header that specifies the compression or transformation applied to the body of a message so that recipients know how to decode it.
  • E. Generic String Encoding Rules
    Generic String Encoding Rules (GSER) is a set of ASN.1 encoding rules designed to represent abstract data structures as human-readable character strings.
  • 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: Encoding/Decoding
Triple: [Stuart Hall, notableWork, Encoding/Decoding]
Generated description
Encoding/Decoding is Stuart Hall’s influential essay that outlines how media messages are produced, circulated, and interpreted through distinct encoding and decoding processes, emphasizing the active role of audiences in constructing meaning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Encoding/Decoding
Target entity description: Encoding/Decoding is Stuart Hall’s influential essay that outlines how media messages are produced, circulated, and interpreted through distinct encoding and decoding processes, emphasizing the active role of audiences in constructing meaning.
  • A. Scott encoding
    Scott encoding is a method in lambda calculus for representing algebraic data types and their pattern matching behavior using higher-order functions.
  • B. Filter Encoding
    Filter Encoding is an Open Geospatial Consortium (OGC) standard XML-based language for expressing queries and filters on geospatial and attribute data in web services.
  • C. Decode
    "Decode" is a 2008 alternative rock song by Paramore, best known as the lead single from the soundtrack of the film "Twilight."
  • D. Content-Encoding
    Content-Encoding is an HTTP header that specifies the compression or transformation applied to the body of a message so that recipients know how to decode it.
  • E. Generic String Encoding Rules
    Generic String Encoding Rules (GSER) is a set of ASN.1 encoding rules designed to represent abstract data structures as human-readable character strings.
  • 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da6289edf4819099b21cfbb668e923 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267ab580819091577c24dd952c99 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7277a73248190aa59a997d719cab8 completed May 3, 2026, 10:46 a.m.
NED2 Entity disambiguation (via description) batch_69f7281e150081909a92201ceb30b8d6 completed May 3, 2026, 10:49 a.m.
Created at: April 9, 2026, 9:32 p.m.