Triple

T17559453
Position Surface form Disambiguated ID Type / Status
Subject Oracle Net Services E427661 entity
Predicate includes P1393 FINISHED
Object Oracle Net client
Oracle Net client is a software component that enables Oracle database applications to establish and manage network connections to Oracle database servers.
 E427661 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 Net client | Statement: [Oracle Net Services, includes, Oracle Net client]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Net client
Context triple: [Oracle Net Services, includes, Oracle Net client]
  • A. Oracle Net Services
    Oracle Net Services is Oracle's networking layer that enables communication and data exchange between Oracle databases and client applications across distributed environments.
  • B. Oracle Call Interface
    Oracle Call Interface is a low-level, C-based application programming interface that allows programs to interact directly and efficiently with Oracle databases for SQL execution and data manipulation.
  • C. Oracle Access Gateway
    Oracle Access Gateway is a component of Oracle’s identity and access management suite that enables secure, policy-based access to protected applications and services across heterogeneous environments.
  • D. 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.
  • E. Oracle
    "Oracle" is a science fiction novel by British author Ian Watson, known for its imaginative exploration of advanced technology and human consciousness.
  • 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 Net client
Triple: [Oracle Net Services, includes, Oracle Net client]
Generated description
Oracle Net client is a software component that enables Oracle database applications to establish and manage network connections to Oracle database servers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Net client
Target entity description: Oracle Net client is a software component that enables Oracle database applications to establish and manage network connections to Oracle database servers.
  • A. Oracle Net Services chosen
    Oracle Net Services is Oracle's networking layer that enables communication and data exchange between Oracle databases and client applications across distributed environments.
  • B. Oracle Call Interface
    Oracle Call Interface is a low-level, C-based application programming interface that allows programs to interact directly and efficiently with Oracle databases for SQL execution and data manipulation.
  • C. Oracle Access Gateway
    Oracle Access Gateway is a component of Oracle’s identity and access management suite that enables secure, policy-based access to protected applications and services across heterogeneous environments.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d889e0385081908a04b66f4dd4bd0d completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4562573e48190a19f30fe915a5455 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d29694a8819095351b929cfaf324 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d4436b448190bff8710eac0ce569 completed May 11, 2026, 1:06 p.m.
NED2 Entity disambiguation (via description) batch_6a01d49cb9c081908b07b87ec3b2a133 completed May 11, 2026, 1:07 p.m.
Created at: April 10, 2026, 5:50 a.m.