Triple

T22672230
Position Surface form Disambiguated ID Type / Status
Subject Sipakapense language E560247 entity
Predicate hasAncestor P369 FINISHED
Object Proto-Mamean language
Proto-Mamean language is the reconstructed common ancestor of the Mamean branch of Mayan languages, from which modern languages like Sipakapense evolved.
E1548707 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-Mamean language | Statement: [Sipakapense language, hasAncestor, Proto-Mamean language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Proto-Mamean language
Context triple: [Sipakapense language, hasAncestor, Proto-Mamean language]
  • A. Proto-Daju language
    Proto-Daju language is the reconstructed common ancestor of the Daju languages, hypothesized through comparative linguistic analysis.
  • B. Proto-Sabaki language
    Proto-Sabaki language is a reconstructed ancestral Bantu language that gave rise to the Sabaki subgroup, including languages such as Swahili and related coastal East African tongues.
  • C. 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.
  • D. Proto-Temotu language
    Proto-Temotu language is a reconstructed ancestral Oceanic language hypothesized to have given rise to the modern Temotu languages of the Solomon Islands region.
  • E. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • 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-Mamean language
Triple: [Sipakapense language, hasAncestor, Proto-Mamean language]
Generated description
Proto-Mamean language is the reconstructed common ancestor of the Mamean branch of Mayan languages, from which modern languages like Sipakapense evolved.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Proto-Mamean language
Target entity description: Proto-Mamean language is the reconstructed common ancestor of the Mamean branch of Mayan languages, from which modern languages like Sipakapense evolved.
  • A. Proto-Daju language
    Proto-Daju language is the reconstructed common ancestor of the Daju languages, hypothesized through comparative linguistic analysis.
  • B. Proto-Sabaki language
    Proto-Sabaki language is a reconstructed ancestral Bantu language that gave rise to the Sabaki subgroup, including languages such as Swahili and related coastal East African tongues.
  • C. 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.
  • D. Proto-Temotu language
    Proto-Temotu language is a reconstructed ancestral Oceanic language hypothesized to have given rise to the modern Temotu languages of the Solomon Islands region.
  • E. Maipurean languages
    The Maipurean languages are a major branch of the Arawakan language family, historically spoken across large areas of northern South America and the Caribbean.
  • 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_69e2454bfd00819099115715a22cb057 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17820a8088190bc0ce907adf95863 completed April 29, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b73ed2d588190a9d9382c11fbb1a5 completed May 18, 2026, 8:17 p.m.
NEDg Description generation batch_6a0b7505c99081908a9faac30451e6e8 completed May 18, 2026, 8:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0b761510b48190a09722be3fca7e93 completed May 18, 2026, 8:27 p.m.
Created at: April 17, 2026, 3:10 p.m.