Triple

T19435512
Position Surface form Disambiguated ID Type / Status
Subject Oracle Database In-Memory E486215 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Optimizer
Oracle Optimizer is the cost-based query optimization engine in Oracle Database that determines the most efficient execution plans for SQL statements.
 E1376061 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: Oracle Optimizer | Statement: [Oracle Database In-Memory, integratesWith, Oracle Optimizer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Optimizer
Context triple: [Oracle Database In-Memory, integratesWith, Oracle Optimizer]
  • A. Catalyst query optimizer
    Catalyst query optimizer is the extensible query optimization framework in Apache Spark that analyzes, rewrites, and optimizes logical and physical query plans to improve performance.
  • B. Oracle
    "Oracle" is a science fiction novel by British author Ian Watson, known for its imaginative exploration of advanced technology and human consciousness.
  • C. Oracle
    "Oracle" is a popular electronic dance music track by Australian DJ and producer Timmy Trumpet, known for its energetic festival sound and heavy drops.
  • D. Oracle
    Oracle is the codename of Barbara Gordon, a former Batgirl who becomes Batman’s expert hacker and information broker after being paralyzed by the Joker.
  • E. Oracle
    "Oracle" is a critically acclaimed acoustic guitar album by virtuoso musician Michael Hedges, showcasing his innovative fingerstyle technique and genre-blending compositions.
  • 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: Oracle Optimizer
Triple: [Oracle Database In-Memory, integratesWith, Oracle Optimizer]
Generated description
Oracle Optimizer is the cost-based query optimization engine in Oracle Database that determines the most efficient execution plans for SQL statements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Optimizer
Target entity description: Oracle Optimizer is the cost-based query optimization engine in Oracle Database that determines the most efficient execution plans for SQL statements.
  • A. Catalyst query optimizer
    Catalyst query optimizer is the extensible query optimization framework in Apache Spark that analyzes, rewrites, and optimizes logical and physical query plans to improve performance.
  • B. Oracle
    "Oracle" is a science fiction novel by British author Ian Watson, known for its imaginative exploration of advanced technology and human consciousness.
  • C. Oracle
    "Oracle" is a popular electronic dance music track by Australian DJ and producer Timmy Trumpet, known for its energetic festival sound and heavy drops.
  • D. Oracle
    Oracle is the codename of Barbara Gordon, a former Batgirl who becomes Batman’s expert hacker and information broker after being paralyzed by the Joker.
  • E. Oracle
    "Oracle" is a critically acclaimed acoustic guitar album by virtuoso musician Michael Hedges, showcasing his innovative fingerstyle technique and genre-blending compositions.
  • 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_69d8e8d7ad488190a3373045029b0f3b completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6336001488190a05f372779711ed2 completed April 20, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0733ddcf108190a92718695326f49d completed May 15, 2026, 2:55 p.m.
NEDg Description generation batch_6a0735dd1b6481909ab747f425f4ec76 completed May 15, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_6a07367c0edc8190b6cea3c3aa126868 completed May 15, 2026, 3:06 p.m.
Created at: April 10, 2026, 1:37 p.m.