Triple

T9342159
Position Surface form Disambiguated ID Type / Status
Subject Gurney Halleck E224787 entity
Predicate language P15 FINISHED
Object Galach
Galach is a widely used interstellar lingua franca in Frank Herbert's Dune universe, serving as a common language among the Imperium’s diverse peoples.
 E792772 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: Galach | Statement: [Gurney Halleck, language, Galach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Galach
Context triple: [Gurney Halleck, language, Galach]
  • A. Gavicalis
    Gavicalis is a genus of Australasian honeyeaters, comprising small to medium-sized nectar-feeding birds known for their brush-tipped tongues and association with flowering habitats.
  • B. Garagay
    Garagay is an important archaeological site in Peru known for its Early Horizon ceremonial architecture and elaborate polychrome friezes associated with early Andean religious traditions.
  • C. Garliava
    Garliava is a small town in central Lithuania known as a suburban community near the city of Kaunas.
  • D. Coracholan
    Coracholan is an indigenous language of western Mexico, traditionally spoken by the Cora people in the Nayarit region.
  • E. Gallanach
    Gallanach is a small coastal settlement on the Scottish island of Muck in the Inner Hebrides.
  • 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: Galach
Triple: [Gurney Halleck, language, Galach]
Generated description
Galach is a widely used interstellar lingua franca in Frank Herbert's Dune universe, serving as a common language among the Imperium’s diverse peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Galach
Target entity description: Galach is a widely used interstellar lingua franca in Frank Herbert's Dune universe, serving as a common language among the Imperium’s diverse peoples.
  • A. Gavicalis
    Gavicalis is a genus of Australasian honeyeaters, comprising small to medium-sized nectar-feeding birds known for their brush-tipped tongues and association with flowering habitats.
  • B. Garagay
    Garagay is an important archaeological site in Peru known for its Early Horizon ceremonial architecture and elaborate polychrome friezes associated with early Andean religious traditions.
  • C. Garliava
    Garliava is a small town in central Lithuania known as a suburban community near the city of Kaunas.
  • D. Coracholan
    Coracholan is an indigenous language of western Mexico, traditionally spoken by the Cora people in the Nayarit region.
  • E. Gallanach
    Gallanach is a small coastal settlement on the Scottish island of Muck in the Inner Hebrides.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4bb11cd08190b159a6066dd0ebf1 completed April 1, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e4043e288190b05511d537b1614d completed April 4, 2026, 10:12 a.m.
NEDg Description generation batch_69d0e573af788190be4baaa3afb87ca2 completed April 4, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69d0e607944c81909a421828595cd793 completed April 4, 2026, 10:20 a.m.
Created at: March 30, 2026, 7:40 p.m.