Triple

T25777329
Position Surface form Disambiguated ID Type / Status
Subject Melanesian linguistic area E649186 entity
Predicate hasReferenceWork P48731 FINISHED
Object "Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples"
"Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples" is a scholarly volume that synthesizes research on the deep-time history, languages, cultures, and biological diversity of Papuan-speaking populations, particularly in Melanesia.
E1695046 NE FINISHED

How this triple was built (2 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: "Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples" | Statement: [Melanesian linguistic area, hasReferenceWork, "Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples"]
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: "Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples"
Triple: [Melanesian linguistic area, hasReferenceWork, "Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples"]
Generated description
"Papuan pasts: cultural, linguistic and biological histories of Papuan-speaking peoples" is a scholarly volume that synthesizes research on the deep-time history, languages, cultures, and biological diversity of Papuan-speaking populations, particularly in Melanesia.

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_69e7ab333b508190b6d708d8d9a328ed completed April 21, 2026, 4:52 p.m.
NER Named-entity recognition batch_69f5fe5d88548190b070af28fe052ad1 completed May 2, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a10cc2381708190a6c4b1e15bfee4dc completed May 22, 2026, 9:35 p.m.
NEDg Description generation batch_6a10ccedad64819080986fe4cae5a969 completed May 22, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_6a10cdf129d88190ad9c8fe88ce77db9 completed May 22, 2026, 9:43 p.m.
Created at: April 22, 2026, 5:35 a.m.