Triple

T8751168
Position Surface form Disambiguated ID Type / Status
Subject Sampit language E207957 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Barito language
Proto-Barito language is a reconstructed ancestral Austronesian language that gave rise to the Barito subgroup of languages spoken primarily in southern Borneo.
E755368 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: Proto-Barito language | Statement: [Sampit language, hasAncestor, Proto-Barito language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Barito language
Context triple: [Sampit language, hasAncestor, Proto-Barito language]
  • A. Proto-Celebic language
    Proto-Celebic language is a reconstructed ancestral Austronesian language that gave rise to the Celebic subgroup of languages spoken primarily on the island of Sulawesi in Indonesia.
  • B. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • C. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • D. Bantoid languages
    The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
  • E. Aeta languages
    The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
  • 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: Proto-Barito language
Triple: [Sampit language, hasAncestor, Proto-Barito language]
Generated description
Proto-Barito language is a reconstructed ancestral Austronesian language that gave rise to the Barito subgroup of languages spoken primarily in southern Borneo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Barito language
Target entity description: Proto-Barito language is a reconstructed ancestral Austronesian language that gave rise to the Barito subgroup of languages spoken primarily in southern Borneo.
  • A. Proto-Celebic language
    Proto-Celebic language is a reconstructed ancestral Austronesian language that gave rise to the Celebic subgroup of languages spoken primarily on the island of Sulawesi in Indonesia.
  • B. Batanic languages
    Batanic languages are a small subgroup of Austronesian languages spoken primarily in the Batanes Islands of the northern Philippines and parts of Taiwan, known for their unique phonological and lexical features.
  • C. Barbacoan languages
    The Barbacoan languages are a small family of indigenous languages spoken primarily in Colombia and Ecuador, known for their complex phonology and close association with the Andean and northwestern South American cultural area.
  • D. Bantoid languages
    The Bantoid languages are a major branch of the Niger-Congo language family that includes the widespread Bantu languages spoken across much of sub-Saharan Africa.
  • E. Aeta languages
    The Aeta languages are a group of closely related Austronesian languages spoken by the indigenous Aeta (Negrito) communities in various regions of the Philippines.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da774f4819099e5bfd12973d946 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf4326d8cc8190900f5f91da6ef6c8 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf4462da648190a621397fa88dd4bd completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf454c4d248190a925b15c23af1a24 completed April 3, 2026, 4:42 a.m.
Created at: March 30, 2026, 6:39 p.m.