Triple

T11944926
Position Surface form Disambiguated ID Type / Status
Subject Garig Gunak Barlu National Park E284270 entity
Predicate hasCulturalSignificanceFor P958 FINISHED
Object Murinbata and other local language groups
Murinbata and other local language groups are Indigenous Australian communities whose traditional lands, languages, and cultural practices are closely tied to areas such as Garig Gunak Barlu National Park.
E955237 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: Murinbata and other local language groups | Statement: [Garig Gunak Barlu National Park, hasCulturalSignificanceFor, Murinbata and other local language groups]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Murinbata and other local language groups
Context triple: [Garig Gunak Barlu National Park, hasCulturalSignificanceFor, Murinbata and other local language groups]
  • A. Bubi language group
    The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
  • B. Murui-Muinane people
    The Murui-Muinane people are an Indigenous group of the northwest Amazon, known for their complex clan-based social organization, rich oral traditions, and deep spiritual relationship with the rainforest environment.
  • C. Nunusaku languages
    The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
  • D. Mori language cluster
    The Mori language cluster is a group of closely related Austronesian languages spoken in central Sulawesi, Indonesia, that share common linguistic features and cultural heritage.
  • E. Maban-speaking peoples
    The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
  • 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: Murinbata and other local language groups
Triple: [Garig Gunak Barlu National Park, hasCulturalSignificanceFor, Murinbata and other local language groups]
Generated description
Murinbata and other local language groups are Indigenous Australian communities whose traditional lands, languages, and cultural practices are closely tied to areas such as Garig Gunak Barlu National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Murinbata and other local language groups
Target entity description: Murinbata and other local language groups are Indigenous Australian communities whose traditional lands, languages, and cultural practices are closely tied to areas such as Garig Gunak Barlu National Park.
  • A. Bubi language group
    The Bubi language group is a cluster of closely related Bantu languages spoken primarily by the Bubi people of Bioko Island in Equatorial Guinea.
  • B. Murui-Muinane people
    The Murui-Muinane people are an Indigenous group of the northwest Amazon, known for their complex clan-based social organization, rich oral traditions, and deep spiritual relationship with the rainforest environment.
  • C. Nunusaku languages
    The Nunusaku languages are a subgroup of Austronesian languages spoken in the central Maluku region of eastern Indonesia, characterized by shared phonological and grammatical features that distinguish them from neighboring language groups.
  • D. Mori language cluster
    The Mori language cluster is a group of closely related Austronesian languages spoken in central Sulawesi, Indonesia, that share common linguistic features and cultural heritage.
  • E. Maban-speaking peoples
    The Maban-speaking peoples are a group of ethnolinguistically related communities in the border regions of Sudan, South Sudan, and Chad who share languages of the Maban branch of the Nilo-Saharan family.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9034444488190925a6fa6c856ed08 completed April 10, 2026, 2:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440ac6c68819094bd27058d13cd4d completed May 1, 2026, 5:57 a.m.
NEDg Description generation batch_69f448fd4b908190a4f08619d346bec8 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b08da6c8190ae62d8e892bf1971 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.