Triple

T3563287
Position Surface form Disambiguated ID Type / Status
Subject West Coast hip hop E75386 entity
Predicate notableArtist P601 FINISHED
Object Hieroglyphics
Hieroglyphics is an Oakland-based underground hip hop collective known for its intricate lyricism, jazzy production, and influential role in 1990s West Coast alternative rap.
 E369702 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: Hieroglyphics | Statement: [West Coast hip hop, notableArtist, Hieroglyphics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hieroglyphics
Context triple: [West Coast hip hop, notableArtist, Hieroglyphics]
  • A. Egyptian hieroglyphs
    Egyptian hieroglyphs are the formal, pictorial writing system of ancient Egypt, used for monumental inscriptions, religious texts, and administrative records over several millennia.
  • B. Hieratic script
    Hieratic script is an ancient Egyptian cursive writing system derived from hieroglyphs, primarily used for religious texts, administrative records, and everyday writing on papyrus.
  • C. Maya hieroglyphs
    Maya hieroglyphs are the complex logosyllabic writing system used by the ancient Maya civilization to record their language, history, and rituals on monuments, codices, and artifacts.
  • D. Demotic script
    Demotic script is an ancient Egyptian cursive writing system used for daily, administrative, and literary purposes during the later periods of Egyptian history, including the Ptolemaic era.
  • E. Meroitic script
    The Meroitic script is an ancient writing system used in the Kingdom of Kush to record the now largely undeciphered Meroitic language of Nubia.
  • 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: Hieroglyphics
Triple: [West Coast hip hop, notableArtist, Hieroglyphics]
Generated description
Hieroglyphics is an Oakland-based underground hip hop collective known for its intricate lyricism, jazzy production, and influential role in 1990s West Coast alternative rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hieroglyphics
Target entity description: Hieroglyphics is an Oakland-based underground hip hop collective known for its intricate lyricism, jazzy production, and influential role in 1990s West Coast alternative rap.
  • A. Egyptian hieroglyphs
    Egyptian hieroglyphs are the formal, pictorial writing system of ancient Egypt, used for monumental inscriptions, religious texts, and administrative records over several millennia.
  • B. Hieratic script
    Hieratic script is an ancient Egyptian cursive writing system derived from hieroglyphs, primarily used for religious texts, administrative records, and everyday writing on papyrus.
  • C. Maya hieroglyphs
    Maya hieroglyphs are the complex logosyllabic writing system used by the ancient Maya civilization to record their language, history, and rituals on monuments, codices, and artifacts.
  • D. Demotic script
    Demotic script is an ancient Egyptian cursive writing system used for daily, administrative, and literary purposes during the later periods of Egyptian history, including the Ptolemaic era.
  • E. Meroitic script
    The Meroitic script is an ancient writing system used in the Kingdom of Kush to record the now largely undeciphered Meroitic language of Nubia.
  • 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_69ad85d45090819086f34fb85d850a1e completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc0a60e6c8190a3c3ddae5b6ded54 completed March 8, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bba5ccf8819090027c445a1fd458 completed March 13, 2026, 7:24 a.m.
NEDg Description generation batch_69b3bd0d41c481909f76b2688f89c82f completed March 13, 2026, 7:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5a60fa08190acbb7257b515369a completed March 13, 2026, 11:31 a.m.
Created at: March 8, 2026, 3:21 p.m.