Triple
T5127553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Accounts Receivable |
E115619
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Advanced Collections
Oracle Advanced Collections is an Oracle E-Business Suite application that streamlines and automates the debt collection process to improve cash flow and reduce delinquencies.
|
E496720
|
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 Advanced Collections | Statement: [Oracle Accounts Receivable, integratesWith, Oracle Advanced Collections]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Advanced Collections Context triple: [Oracle Accounts Receivable, integratesWith, Oracle Advanced Collections]
-
A.
Oracle Coherence
Oracle Coherence is an in-memory data grid and distributed caching solution designed to provide scalable, high-performance data access for Java and enterprise applications.
-
B.
Oracle Database In-Memory
Oracle Database In-Memory is an optional feature of the Oracle Database that accelerates analytic and mixed workloads by storing data in a dual-format architecture, including a highly optimized in-memory columnar format.
-
C.
RandomAccessCollection
RandomAccessCollection is a Swift protocol for collections that support efficient, index-based random access to their elements in constant time.
-
D.
BidirectionalCollection
BidirectionalCollection is a Swift standard library protocol for collections whose elements can be traversed efficiently in both forward and backward directions.
-
E.
Oracle Autonomous Transaction Processing
Oracle Autonomous Transaction Processing is a cloud-based, self-driving database service from Oracle designed to automate tuning, scaling, security, and patching for high-performance transactional workloads.
- 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 Advanced Collections Triple: [Oracle Accounts Receivable, integratesWith, Oracle Advanced Collections]
Generated description
Oracle Advanced Collections is an Oracle E-Business Suite application that streamlines and automates the debt collection process to improve cash flow and reduce delinquencies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Advanced Collections Target entity description: Oracle Advanced Collections is an Oracle E-Business Suite application that streamlines and automates the debt collection process to improve cash flow and reduce delinquencies.
-
A.
Oracle Coherence
Oracle Coherence is an in-memory data grid and distributed caching solution designed to provide scalable, high-performance data access for Java and enterprise applications.
-
B.
Oracle Database In-Memory
Oracle Database In-Memory is an optional feature of the Oracle Database that accelerates analytic and mixed workloads by storing data in a dual-format architecture, including a highly optimized in-memory columnar format.
-
C.
RandomAccessCollection
RandomAccessCollection is a Swift protocol for collections that support efficient, index-based random access to their elements in constant time.
-
D.
BidirectionalCollection
BidirectionalCollection is a Swift standard library protocol for collections whose elements can be traversed efficiently in both forward and backward directions.
-
E.
Oracle Autonomous Transaction Processing
Oracle Autonomous Transaction Processing is a cloud-based, self-driving database service from Oracle designed to automate tuning, scaling, security, and patching for high-performance transactional workloads.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd782428a081909583c7f368226daf |
completed | March 20, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec4beb7b48190a2f4e41a13fdd5f3 |
completed | March 21, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69bec571d5948190b659a7b5038f8bdd |
completed | March 21, 2026, 4:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec973e71c8190a9c043389d627156 |
completed | March 21, 2026, 4:38 p.m. |
Created at: March 20, 2026, 1:42 p.m.