Triple

T3418846
Position Surface form Disambiguated ID Type / Status
Subject Apache Software Foundation E72070 entity
Predicate abbreviation P43 FINISHED
Object ASF
ASF is the commonly used acronym for the Apache Software Foundation, a nonprofit organization that supports numerous open-source software projects.
 E358073 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: ASF | Statement: [Apache Software Foundation, abbreviation, ASF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ASF
Context triple: [Apache Software Foundation, abbreviation, ASF]
  • A. ASF
    ASF is a major French motorway concession company responsible for operating and maintaining a significant portion of France’s autoroute network.
  • B. ADF
    ADF is the abbreviation for the Australian Defence Force, the unified military organization responsible for defending Australia and its national interests.
  • C. ARS
    ARS is the principal in-house research agency of the United States Department of Agriculture, conducting scientific studies to improve agriculture, food safety, and environmental quality.
  • D. ARS
    ARS is the commonly used acronym for the Sicilian Regional Assembly, the legislative body of the autonomous region of Sicily in Italy.
  • E. AFP
    AFP is the unified military organization responsible for the defense and security of the Republic of the Philippines.
  • 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: ASF
Triple: [Apache Software Foundation, abbreviation, ASF]
Generated description
ASF is the commonly used acronym for the Apache Software Foundation, a nonprofit organization that supports numerous open-source software projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ASF
Target entity description: ASF is the commonly used acronym for the Apache Software Foundation, a nonprofit organization that supports numerous open-source software projects.
  • A. ASF
    ASF is a major French motorway concession company responsible for operating and maintaining a significant portion of France’s autoroute network.
  • B. ADF
    ADF is the abbreviation for the Australian Defence Force, the unified military organization responsible for defending Australia and its national interests.
  • C. ARS
    ARS is the principal in-house research agency of the United States Department of Agriculture, conducting scientific studies to improve agriculture, food safety, and environmental quality.
  • D. ARS
    ARS is the commonly used acronym for the Sicilian Regional Assembly, the legislative body of the autonomous region of Sicily in Italy.
  • E. AFP
    AFP is the unified military organization responsible for the defense and security of the Republic of the Philippines.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92df1e48190bbf22a47e44579f1 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3546e710c8190a6b9523b77f6c893 completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b3584f321c8190841a96be2a6713e1 completed March 13, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69b3591b7bc88190825dcd306541ae03 completed March 13, 2026, 12:23 a.m.
Created at: March 8, 2026, 3:15 p.m.