Triple

T17500176
Position Surface form Disambiguated ID Type / Status
Subject Trino E426164 entity
Predicate supports P516 FINISHED
Object Hudi
Hudi is an open-source data lake storage framework that enables efficient upserts, deletes, and incremental processing on large analytical datasets, commonly used on platforms like Hadoop and cloud object stores.
 E1272538 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: Hudi | Statement: [Trino, supports, Hudi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hudi
Context triple: [Trino, supports, Hudi]
  • A. Hive
    The Hive is the Zerg’s ultimate tech structure in StarCraft, enabling advanced units, upgrades, and late-game capabilities.
  • B. Kinetica
    Kinetica is a proprietary game engine developed by Sony Computer Entertainment, known for powering several early PlayStation 2 titles.
  • C. Apache Gobblin
    Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
  • D. HDP
    HDP is the acronym for Heritage Documentation Programs, a U.S. National Park Service initiative that records and preserves historic sites, structures, and engineering works through detailed documentation.
  • E. HDP
    The HDP (Peoples' Democratic Party) is a left-wing, pro-Kurdish and progressive political party in Turkey that advocates for minority rights, democracy, and social justice.
  • 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: Hudi
Triple: [Trino, supports, Hudi]
Generated description
Hudi is an open-source data lake storage framework that enables efficient upserts, deletes, and incremental processing on large analytical datasets, commonly used on platforms like Hadoop and cloud object stores.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hudi
Target entity description: Hudi is an open-source data lake storage framework that enables efficient upserts, deletes, and incremental processing on large analytical datasets, commonly used on platforms like Hadoop and cloud object stores.
  • A. Hive
    The Hive is the Zerg’s ultimate tech structure in StarCraft, enabling advanced units, upgrades, and late-game capabilities.
  • B. Kinetica
    Kinetica is a proprietary game engine developed by Sony Computer Entertainment, known for powering several early PlayStation 2 titles.
  • C. Apache Gobblin
    Apache Gobblin is an open-source distributed data integration framework designed for large-scale data ingestion, replication, and lifecycle management across diverse data sources and sinks.
  • D. HDP
    HDP is the acronym for Heritage Documentation Programs, a U.S. National Park Service initiative that records and preserves historic sites, structures, and engineering works through detailed documentation.
  • E. HDP
    The HDP (Peoples' Democratic Party) is a left-wing, pro-Kurdish and progressive political party in Turkey that advocates for minority rights, democracy, and social justice.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452112ff0819089c2951baba90102 completed April 19, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c2087ff48190a47d2ef191857d57 completed May 11, 2026, 11:48 a.m.
NEDg Description generation batch_6a01c36b06dc81909f52cbe1c57eb128 completed May 11, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_6a01c41859008190b786bdc2c09f24d1 completed May 11, 2026, 11:57 a.m.
Created at: April 10, 2026, 5:48 a.m.