Triple

T13144402
Position Surface form Disambiguated ID Type / Status
Subject James Marape E312298 entity
Predicate nativeLanguage P151 FINISHED
Object Huli
Huli is a Papuan language spoken primarily by the Huli people of the Hela Province in Papua New Guinea.
 E1024233 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: Huli | Statement: [James Marape, nativeLanguage, Huli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huli
Context triple: [James Marape, nativeLanguage, Huli]
  • A. E-hulhul
    E-hulhul was an ancient Mesopotamian temple dedicated to the moon god Sin, likely serving as an important religious center in his cult.
  • B. Hlai
    Hlai is the self-designation of an indigenous ethnic group primarily inhabiting Hainan Island in southern China, known for their distinct language and culture.
  • C. Luli
    Luli is a dialect of the Paama language, spoken by a subset of Paama speakers in Vanuatu.
  • D. Halhul
    Halhul is a Palestinian town in the southern West Bank, north of Hebron, known for its elevated location in the Judean Mountains and its ancient historical and religious significance.
  • E. Hoopili
    Hoopili is a large master-planned residential community in West Oʻahu, Hawaiʻi, designed to provide housing, schools, parks, and commercial areas as part of the region’s urban growth.
  • 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: Huli
Triple: [James Marape, nativeLanguage, Huli]
Generated description
Huli is a Papuan language spoken primarily by the Huli people of the Hela Province in Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huli
Target entity description: Huli is a Papuan language spoken primarily by the Huli people of the Hela Province in Papua New Guinea.
  • A. E-hulhul
    E-hulhul was an ancient Mesopotamian temple dedicated to the moon god Sin, likely serving as an important religious center in his cult.
  • B. Hlai
    Hlai is the self-designation of an indigenous ethnic group primarily inhabiting Hainan Island in southern China, known for their distinct language and culture.
  • C. Luli
    Luli is a dialect of the Paama language, spoken by a subset of Paama speakers in Vanuatu.
  • D. Halhul
    Halhul is a Palestinian town in the southern West Bank, north of Hebron, known for its elevated location in the Judean Mountains and its ancient historical and religious significance.
  • E. Hoopili
    Hoopili is a large master-planned residential community in West Oʻahu, Hawaiʻi, designed to provide housing, schools, parks, and commercial areas as part of the region’s urban growth.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bce3678819082a7aa1d83f20592 completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.