Triple

T12516243
Position Surface form Disambiguated ID Type / Status
Subject gzip E299197 entity
Predicate basedOn P98 FINISHED
Object LZ77
LZ77 is a foundational lossless data compression algorithm that uses a sliding window to replace repeated occurrences of data with references to a single copy.
E986998 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: LZ77 | Statement: [gzip, basedOn, LZ77]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LZ77
Context triple: [gzip, basedOn, LZ77]
  • A. Lloyd’s algorithm
    Lloyd’s algorithm is an iterative clustering method that partitions data into k groups by repeatedly assigning points to the nearest cluster center and updating those centers to minimize within-cluster variance.
  • 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. LZIB
    LZIB is the ICAO airport code for M. R. Štefánik Airport, the main international airport serving Bratislava, Slovakia.
  • D. LZH
    LZH is the IATA airport code for Liuzhou Bailian Airport, a commercial airport serving Liuzhou in Guangxi, China.
  • E. Boyer–Moore string-search algorithm
    The Boyer–Moore string-search algorithm is a highly efficient pattern-matching algorithm that scans text from right to left and uses precomputed shift rules to skip sections of the text, making it one of the fastest practical algorithms for substring search.
  • 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: LZ77
Triple: [gzip, basedOn, LZ77]
Generated description
LZ77 is a foundational lossless data compression algorithm that uses a sliding window to replace repeated occurrences of data with references to a single copy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LZ77
Target entity description: LZ77 is a foundational lossless data compression algorithm that uses a sliding window to replace repeated occurrences of data with references to a single copy.
  • A. Lloyd’s algorithm
    Lloyd’s algorithm is an iterative clustering method that partitions data into k groups by repeatedly assigning points to the nearest cluster center and updating those centers to minimize within-cluster variance.
  • 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. LZIB
    LZIB is the ICAO airport code for M. R. Štefánik Airport, the main international airport serving Bratislava, Slovakia.
  • D. LZH
    LZH is the IATA airport code for Liuzhou Bailian Airport, a commercial airport serving Liuzhou in Guangxi, China.
  • E. Boyer–Moore string-search algorithm
    The Boyer–Moore string-search algorithm is a highly efficient pattern-matching algorithm that scans text from right to left and uses precomputed shift rules to skip sections of the text, making it one of the fastest practical algorithms for substring search.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9541f80148190976d1d912fe155d0 completed April 10, 2026, 7:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bbd58b88190baeb99380babf64f completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce257348190b01179773992d414 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.