Triple

T5635665
Position Surface form Disambiguated ID Type / Status
Subject Lihir E147940 entity
Predicate ethnicity P194 FINISHED
Object Lihir people
The Lihir people are an indigenous Melanesian community of Papua New Guinea, primarily inhabiting the Lihir Islands and known for their distinct language, culture, and customary land and marine tenure systems.
E538594 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: Lihir people | Statement: [Lihir, ethnicity, Lihir people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lihir people
Context triple: [Lihir, ethnicity, Lihir people]
  • A. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • B. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • C. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • D. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • E. Lasi people
    The Lasi people are an ethnic group primarily inhabiting parts of Pakistan’s Balochistan and Sindh provinces, known for their distinct Lasi language and cultural traditions.
  • 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: Lihir people
Triple: [Lihir, ethnicity, Lihir people]
Generated description
The Lihir people are an indigenous Melanesian community of Papua New Guinea, primarily inhabiting the Lihir Islands and known for their distinct language, culture, and customary land and marine tenure systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lihir people
Target entity description: The Lihir people are an indigenous Melanesian community of Papua New Guinea, primarily inhabiting the Lihir Islands and known for their distinct language, culture, and customary land and marine tenure systems.
  • A. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • B. Gilak people
    The Gilak people are an Iranian ethnic group indigenous to Iran’s northern Caspian Sea region, particularly Gilan Province, known for their distinct Gilaki language and rich local culture.
  • C. Hlubi people
    The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • D. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • E. Lasi people
    The Lasi people are an ethnic group primarily inhabiting parts of Pakistan’s Balochistan and Sindh provinces, known for their distinct Lasi language and cultural traditions.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0226286208190b6ccf036cc09fe82 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d6d2dfc8190a2eabb8beda04ee5 completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8a92a0819091bad1fbef4a509b completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c056acf1f48190bf7324ae178adbb7 completed March 22, 2026, 8:53 p.m.
Created at: March 22, 2026, 3:41 p.m.