Triple

T21607508
Position Surface form Disambiguated ID Type / Status
Subject Central Papuan Tip language E533214 entity
Predicate geneticClassification P6736 FINISHED
Object Trans–New Guinea (proposed)
Trans–New Guinea (proposed) is a hypothesized large language family encompassing many of the Papuan languages of New Guinea and nearby islands, whose genetic unity remains debated among linguists.
E1492341 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: Trans–New Guinea (proposed) | Statement: [Central Papuan Tip language, geneticClassification, Trans–New Guinea (proposed)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trans–New Guinea (proposed)
Context triple: [Central Papuan Tip language, geneticClassification, Trans–New Guinea (proposed)]
  • A. German New Guinea
    German New Guinea was a former German colonial territory in the western Pacific, encompassing parts of present-day Papua New Guinea and several nearby island groups, that existed from the late 19th century until World War I.
  • B. Papuan Tip and North New Guinea contact area
    The Papuan Tip and North New Guinea contact area is a linguistically diverse region of Papua New Guinea where Oceanic and Papuan languages have long interacted, leading to extensive contact-induced change and complex language relationships.
  • C. North New Guinea linkage
    North New Guinea linkage is a subgroup of Western Oceanic languages comprising a cluster of closely related Austronesian languages spoken primarily along the northern coast of New Guinea.
  • D. western New Guinea
    Western New Guinea is the Indonesian-administered western half of the island of New Guinea, known for its vast rainforests, rich biodiversity, and indigenous Papuan cultures.
  • E. Interior Highlands of New Guinea
    The Interior Highlands of New Guinea are a vast, mountainous central region of the island characterized by rugged terrain, high plateaus, and diverse indigenous cultures.
  • 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: Trans–New Guinea (proposed)
Triple: [Central Papuan Tip language, geneticClassification, Trans–New Guinea (proposed)]
Generated description
Trans–New Guinea (proposed) is a hypothesized large language family encompassing many of the Papuan languages of New Guinea and nearby islands, whose genetic unity remains debated among linguists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trans–New Guinea (proposed)
Target entity description: Trans–New Guinea (proposed) is a hypothesized large language family encompassing many of the Papuan languages of New Guinea and nearby islands, whose genetic unity remains debated among linguists.
  • A. German New Guinea
    German New Guinea was a former German colonial territory in the western Pacific, encompassing parts of present-day Papua New Guinea and several nearby island groups, that existed from the late 19th century until World War I.
  • B. Papuan Tip and North New Guinea contact area
    The Papuan Tip and North New Guinea contact area is a linguistically diverse region of Papua New Guinea where Oceanic and Papuan languages have long interacted, leading to extensive contact-induced change and complex language relationships.
  • C. North New Guinea linkage
    North New Guinea linkage is a subgroup of Western Oceanic languages comprising a cluster of closely related Austronesian languages spoken primarily along the northern coast of New Guinea.
  • D. western New Guinea
    Western New Guinea is the Indonesian-administered western half of the island of New Guinea, known for its vast rainforests, rich biodiversity, and indigenous Papuan cultures.
  • E. Interior Highlands of New Guinea
    The Interior Highlands of New Guinea are a vast, mountainous central region of the island characterized by rugged terrain, high plateaus, and diverse indigenous cultures.
  • 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_69e0c46364608190a337dc8720dc2a35 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef17e6378881908678dc903b8ba6ac completed April 27, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd388c7481909af764ab8359924d completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fdf8a3f08190b3e1cf046920584d completed May 17, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09fe7982748190ab3f61e7c2dc32ae completed May 17, 2026, 5:44 p.m.
Created at: April 16, 2026, 6:33 p.m.