Triple

T20458662
Position Surface form Disambiguated ID Type / Status
Subject ADF Desktop Integration E501862 entity
Predicate abbreviation P43 FINISHED
Object ADFdi
ADFdi is an Oracle ADF feature that lets users interact with enterprise applications directly from Microsoft Excel, enabling data entry, upload, and validation against ADF-based services.
E1432466 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: ADFdi | Statement: [ADF Desktop Integration, abbreviation, ADFdi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ADFdi
Context triple: [ADF Desktop Integration, abbreviation, ADFdi]
  • A. ADF
    ADF is the abbreviation for the Australian Defence Force, the unified military organization responsible for defending Australia and its national interests.
  • B. ADF
    ADF (Allied Democratic Forces) is an Islamist rebel group originally from Uganda that operates primarily in eastern Democratic Republic of the Congo and is known for violent attacks on civilians.
  • C. ADF
    ADF is the concessional financing arm of the African Development Bank Group that provides low-interest loans and grants to support economic and social development in Africa’s poorest countries.
  • D. ADF
    ADF is the abbreviation for the European Parliament’s Committee on Foreign Affairs, which focuses on the EU’s external relations, trade policy, and development cooperation.
  • E. AFDL
    AFDL is a former Congolese rebel coalition that played a central role in overthrowing President Mobutu Sese Seko and triggering the First Congo War in the mid-1990s.
  • 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: ADFdi
Triple: [ADF Desktop Integration, abbreviation, ADFdi]
Generated description
ADFdi is an Oracle ADF feature that lets users interact with enterprise applications directly from Microsoft Excel, enabling data entry, upload, and validation against ADF-based services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ADFdi
Target entity description: ADFdi is an Oracle ADF feature that lets users interact with enterprise applications directly from Microsoft Excel, enabling data entry, upload, and validation against ADF-based services.
  • A. ADF
    ADF is the abbreviation for the Australian Defence Force, the unified military organization responsible for defending Australia and its national interests.
  • B. ADF
    ADF (Allied Democratic Forces) is an Islamist rebel group originally from Uganda that operates primarily in eastern Democratic Republic of the Congo and is known for violent attacks on civilians.
  • C. ADF
    ADF is the concessional financing arm of the African Development Bank Group that provides low-interest loans and grants to support economic and social development in Africa’s poorest countries.
  • D. ADF
    ADF is the abbreviation for the European Parliament’s Committee on Foreign Affairs, which focuses on the EU’s external relations, trade policy, and development cooperation.
  • E. AFDL
    AFDL is a former Congolese rebel coalition that played a central role in overthrowing President Mobutu Sese Seko and triggering the First Congo War in the mid-1990s.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e696a4652c8190acf79fa2e285e436 completed April 20, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a088b127b6481909cf69997329f620d completed May 16, 2026, 3:19 p.m.
NEDg Description generation batch_6a088bf800e481908135d8f7ae36ad21 completed May 16, 2026, 3:23 p.m.
NED2 Entity disambiguation (via description) batch_6a088c7e46e48190b890f319ba4f2492 completed May 16, 2026, 3:25 p.m.
Created at: April 16, 2026, 11:33 a.m.