Triple

T6015644
Position Surface form Disambiguated ID Type / Status
Subject Southern Transdanubia E133942 entity
Predicate ISO3166-2Code P208 FINISHED
Object HU-23 (regional coding context)
HU-23 is the ISO 3166-2 regional code assigned to Hungary’s Southern Transdanubia region.
 E561652 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: HU-23 (regional coding context) | Statement: [Southern Transdanubia, ISO3166-2Code, HU-23 (regional coding context)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HU-23 (regional coding context)
Context triple: [Southern Transdanubia, ISO3166-2Code, HU-23 (regional coding context)]
  • A. H.263
    H.263 is a video compression standard developed primarily for low-bitrate communication such as video conferencing and early internet video applications.
  • B. Huffman
    Huffman is a surname most commonly associated with the American computer scientist David A. Huffman, known for developing Huffman coding in information theory and data compression.
  • C. G23
    G23 is BMW’s internal model code for the second-generation 4 Series Convertible, a compact luxury drop-top introduced in the early 2020s.
  • D. Subband Codec
    Subband Codec (SBC) is an audio compression format commonly used over Bluetooth for efficiently transmitting medium-quality stereo sound with relatively low computational complexity.
  • E. Context-Adaptive Binary Arithmetic Coding
    Context-Adaptive Binary Arithmetic Coding (CABAC) is an advanced lossless entropy coding technique used in modern video compression standards to achieve high compression efficiency by modeling symbol probabilities with context.
  • 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: HU-23 (regional coding context)
Triple: [Southern Transdanubia, ISO3166-2Code, HU-23 (regional coding context)]
Generated description
HU-23 is the ISO 3166-2 regional code assigned to Hungary’s Southern Transdanubia region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HU-23 (regional coding context)
Target entity description: HU-23 is the ISO 3166-2 regional code assigned to Hungary’s Southern Transdanubia region.
  • A. H.263
    H.263 is a video compression standard developed primarily for low-bitrate communication such as video conferencing and early internet video applications.
  • B. Huffman
    Huffman is a surname most commonly associated with the American computer scientist David A. Huffman, known for developing Huffman coding in information theory and data compression.
  • C. G23
    G23 is BMW’s internal model code for the second-generation 4 Series Convertible, a compact luxury drop-top introduced in the early 2020s.
  • D. Subband Codec
    Subband Codec (SBC) is an audio compression format commonly used over Bluetooth for efficiently transmitting medium-quality stereo sound with relatively low computational complexity.
  • E. Context-Adaptive Binary Arithmetic Coding
    Context-Adaptive Binary Arithmetic Coding (CABAC) is an advanced lossless entropy coding technique used in modern video compression standards to achieve high compression efficiency by modeling symbol probabilities with context.
  • 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_69c0087361a48190905c6b55969852b8 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f80ec108190ae9711727debb061 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c108ade3948190994fbaa2a5539216 completed March 23, 2026, 9:32 a.m.
NEDg Description generation batch_69c10a4a09bc8190bca9ede98ec5ede9 completed March 23, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_69c10ae181c48190bf511ef29bcd493a completed March 23, 2026, 9:41 a.m.
Created at: March 22, 2026, 4:06 p.m.