Triple

T17558386
Position Surface form Disambiguated ID Type / Status
Subject Oracle Application Express E427639 entity
Predicate hasFeature P182 FINISHED
Object APEX Collections
APEX Collections is a session-based, in-memory data storage feature in Oracle APEX that lets developers temporarily store and manipulate sets of data without creating database tables.
 E1275245 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: APEX Collections | Statement: [Oracle Application Express, hasFeature, APEX Collections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: APEX Collections
Context triple: [Oracle Application Express, hasFeature, APEX Collections]
  • A. APEX
    APEX is a submillimeter-wavelength radio telescope located in Chile’s Atacama Desert, used for studying cold dust and gas in the universe.
  • B. Apex
    Apex is a suburban town in North Carolina’s Research Triangle region, known for its historic downtown and high quality of life.
  • C. Apex
    "Apex" is a hip-hop project by rapper KXNG Crooked that showcases his intricate lyricism and technical prowess.
  • D. Celebrity Apex
    Celebrity Apex is a modern Edge-class cruise ship operated by Celebrity Cruises, known for its innovative design and upscale amenities.
  • E. Apex Cloud
    Apex Cloud is an interstellar cloud located in the solar neighborhood, situated near the Local Interstellar Cloud through which our Solar System is currently passing.
  • 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: APEX Collections
Triple: [Oracle Application Express, hasFeature, APEX Collections]
Generated description
APEX Collections is a session-based, in-memory data storage feature in Oracle APEX that lets developers temporarily store and manipulate sets of data without creating database tables.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: APEX Collections
Target entity description: APEX Collections is a session-based, in-memory data storage feature in Oracle APEX that lets developers temporarily store and manipulate sets of data without creating database tables.
  • A. APEX
    APEX is a submillimeter-wavelength radio telescope located in Chile’s Atacama Desert, used for studying cold dust and gas in the universe.
  • B. Apex
    Apex is a suburban town in North Carolina’s Research Triangle region, known for its historic downtown and high quality of life.
  • C. Apex
    "Apex" is a hip-hop project by rapper KXNG Crooked that showcases his intricate lyricism and technical prowess.
  • D. Celebrity Apex
    Celebrity Apex is a modern Edge-class cruise ship operated by Celebrity Cruises, known for its innovative design and upscale amenities.
  • E. Apex Cloud
    Apex Cloud is an interstellar cloud located in the solar neighborhood, situated near the Local Interstellar Cloud through which our Solar System is currently passing.
  • 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_69d889df6dc081908f67dbadc03c07ee completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e45624bfe08190991dc088394a5af4 completed April 19, 2026, 4:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01d2948ae0819083b90516b11d2485 completed May 11, 2026, 12:59 p.m.
NEDg Description generation batch_6a01d43430d481909b07d8ecc09a185f completed May 11, 2026, 1:05 p.m.
NED2 Entity disambiguation (via description) batch_6a01d4c609fc819089147744317d4be3 completed May 11, 2026, 1:08 p.m.
Created at: April 10, 2026, 5:50 a.m.