Triple

T13145634
Position Surface form Disambiguated ID Type / Status
Subject Enga Province E312327 entity
Predicate mainIndigenousLanguage P108764 FINISHED
Object Enga language
Enga language is a major Papuan language of the Trans–New Guinea family spoken by the Enga people of the highlands of Papua New Guinea.
E1024290 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: Enga language | Statement: [Enga Province, mainIndigenousLanguage, Enga language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enga language
Context triple: [Enga Province, mainIndigenousLanguage, Enga language]
  • A. Benga language
    The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
  • B. Engenni language
    The Engenni language is a Niger-Congo language spoken by the Engenni people in Nigeria’s Niger Delta region.
  • C. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • D. Wuvulu-Aua language
    The Wuvulu-Aua language is an Oceanic language spoken on the Wuvulu and Aua islands of Papua New Guinea, known for its complex verbal morphology and distinctive phonological features.
  • E. Annang language
    The Annang language is a Niger-Congo language spoken primarily by the Annang people of southern Nigeria, closely associated with the Ibibio-Efik linguistic cluster.
  • 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: Enga language
Triple: [Enga Province, mainIndigenousLanguage, Enga language]
Generated description
Enga language is a major Papuan language of the Trans–New Guinea family spoken by the Enga people of the highlands of Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enga language
Target entity description: Enga language is a major Papuan language of the Trans–New Guinea family spoken by the Enga people of the highlands of Papua New Guinea.
  • A. Benga language
    The Benga language is a Bantu language of the Niger-Congo family traditionally spoken by the Benga people in coastal areas of Equatorial Guinea and nearby islands.
  • B. Engenni language
    The Engenni language is a Niger-Congo language spoken by the Engenni people in Nigeria’s Niger Delta region.
  • C. Kalanguya language
    The Kalanguya language is an Austronesian language spoken by the Kalanguya people in the northern Luzon highlands of the Philippines.
  • D. Wuvulu-Aua language
    The Wuvulu-Aua language is an Oceanic language spoken on the Wuvulu and Aua islands of Papua New Guinea, known for its complex verbal morphology and distinctive phonological features.
  • E. Annang language
    The Annang language is a Niger-Congo language spoken primarily by the Annang people of southern Nigeria, closely associated with the Ibibio-Efik linguistic cluster.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: mainIndigenousLanguage
Context triple: [Enga Province, mainIndigenousLanguage, Enga language]
  • A. isOneOfMostSpokenIndigenousLanguagesIn
    Indicates that a language ranks among the most widely spoken indigenous languages within a specified region or country.
  • B. isRecognizedAsIndigenousLanguage
    Indicates that a language is officially acknowledged or accepted as belonging to an indigenous people or community.
  • C. isIndigenousLanguageNameOf
    Indicates that a given name is the name of a language as expressed in an indigenous language.
  • D. hasIndigenousLanguageFamily
    Indicates that an entity’s indigenous language belongs to, or is classified under, a particular language family.
  • E. hasIndigenousLanguageRegion
    Indicates that a region is associated with, or characterized by, the presence or use of one or more indigenous languages.
  • F. None of above. chosen

Provenance (7 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98cf054f88190b05ced98d5a22a62 completed April 10, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
PD Predicate disambiguation batch_69d98bbd1d088190b7c69f37fc6eeb64 completed April 10, 2026, 11:46 p.m.
PDg Predicate description generation batch_69d98ceeb22c8190a6be666031d9e5a4 completed April 10, 2026, 11:51 p.m.
Created at: April 9, 2026, 9:10 p.m.