Triple

T13431588
Position Surface form Disambiguated ID Type / Status
Subject Popoloca (Oto-Manguean languages) E313623 entity
Predicate ISO639-5 P19023 FINISHED
Object pls
"pls" is the ISO 639-5 code representing the Popoloca group of Oto-Manguean languages spoken in central Mexico.
E1040615 NE FINISHED

How this triple was built (5 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: pls | Statement: [Popoloca (Oto-Manguean languages), ISO639-5, pls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: pls
Context triple: [Popoloca (Oto-Manguean languages), ISO639-5, pls]
  • A. PL
    PL is the vehicle registration code used on license plates for vehicles registered in St. Pölten, Austria.
  • B. PL
    PL is the country code for Poland, a Central European nation known for its rich history, cultural heritage, and passionate ice hockey fan base.
  • C. PL
    PL is the commonly used abbreviation for the Patriot League, an NCAA Division I collegiate athletic conference known for emphasizing both academic and athletic excellence.
  • D. PL
    PL is the common abbreviation for Japan’s Pacific League, one of the two professional baseball leagues that make up Nippon Professional Baseball.
  • E. PL
    PL is the commonly used abbreviation for the Maltese Labour Party, a major centre-left political party in Malta.
  • 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: pls
Triple: [Popoloca (Oto-Manguean languages), ISO639-5, pls]
Generated description
"pls" is the ISO 639-5 code representing the Popoloca group of Oto-Manguean languages spoken in central Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: pls
Target entity description: "pls" is the ISO 639-5 code representing the Popoloca group of Oto-Manguean languages spoken in central Mexico.
  • A. PL
    PL is the common abbreviation for Japan’s Pacific League, one of the two professional baseball leagues that make up Nippon Professional Baseball.
  • B. PL
    PL is the commonly used abbreviation for the Maltese Labour Party, a major centre-left political party in Malta.
  • C. PL
    PL is the vehicle registration code used on license plates for vehicles registered in St. Pölten, Austria.
  • D. PL
    PL is the country code for Poland, a Central European nation known for its rich history, cultural heritage, and passionate ice hockey fan base.
  • E. PL
    PL is the commonly used abbreviation for the Patriot League, an NCAA Division I collegiate athletic conference known for emphasizing both academic and athletic excellence.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ISO639-5
Context triple: [Popoloca (Oto-Manguean languages), ISO639-5, pls]
  • A. ISO639-6Code
    Indicates the standardized ISO 639-6 four-letter code that uniquely identifies a specific language variety or dialect.
  • B. ISO639-3CodeOfLanguage
    Indicates that one entity is the ISO 639-3 three-letter language code assigned to the language represented by the other entity.
  • C. ISO639Macrolanguage
    Indicates that a language variety is part of a broader ISO 639-defined macrolanguage grouping that encompasses multiple closely related individual languages.
  • D. hasISO639_5Code chosen
    Indicates that a language or language group is associated with a specific ISO 639-5 code that identifies it within the ISO 639-5 language classification standard.
  • E. ISO639Scope
    Indicates the classification of a language according to its scope, such as whether it represents an individual language, a macrolanguage, or a collection of languages.
  • F. None of above.

Provenance (6 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed41a5481908800033303224adb completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7398b828c8190a029a5862ae1fded completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73b065818819095d26633fc682546 completed May 3, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69f73b8635888190b31035bc72676b9d completed May 3, 2026, 12:11 p.m.
PD Predicate disambiguation batch_69d9a03926188190ab3948d1f5d3941f completed April 11, 2026, 1:13 a.m.
Created at: April 9, 2026, 9:40 p.m.