Triple

T14459685
Position Surface form Disambiguated ID Type / Status
Subject Scottish Fiscal Commission E358547 entity
Predicate publishes P80 FINISHED
Object Occasional Papers
Occasional Papers are a series of analytical and research publications produced by the Scottish Fiscal Commission to provide in-depth insight into Scotland’s public finances and economic issues.
E1100389 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: Occasional Papers | Statement: [Scottish Fiscal Commission, publishes, Occasional Papers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Occasional Papers
Context triple: [Scottish Fiscal Commission, publishes, Occasional Papers]
  • A. Occasional publications series
    Occasional publications series is a specialized set of scholarly works issued by the Egypt Exploration Society, typically focusing on particular archaeological, historical, or epigraphic topics in Egyptology.
  • B. Scientific Papers (collected)
    Scientific Papers (collected) is a multi-volume compilation of George Howard Darwin’s influential research works in astronomy, tidal theory, and celestial mechanics.
  • C. Special Publications
    Special Publications are a flagship series of peer-reviewed thematic volumes in the geosciences produced by the Geological Society of London.
  • D. Special Publications
    Special Publications are a series of technical and guidance documents produced by the National Institute of Standards and Technology, widely used as authoritative references for standards, best practices, and research findings in science, technology, and cybersecurity.
  • E. Out-door Papers
    Out-door Papers is a collection of nature essays by American author and abolitionist Thomas Wentworth Higginson, reflecting on outdoor life and the natural world in 19th-century New England.
  • 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: Occasional Papers
Triple: [Scottish Fiscal Commission, publishes, Occasional Papers]
Generated description
Occasional Papers are a series of analytical and research publications produced by the Scottish Fiscal Commission to provide in-depth insight into Scotland’s public finances and economic issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Occasional Papers
Target entity description: Occasional Papers are a series of analytical and research publications produced by the Scottish Fiscal Commission to provide in-depth insight into Scotland’s public finances and economic issues.
  • A. Occasional publications series
    Occasional publications series is a specialized set of scholarly works issued by the Egypt Exploration Society, typically focusing on particular archaeological, historical, or epigraphic topics in Egyptology.
  • B. Scientific Papers (collected)
    Scientific Papers (collected) is a multi-volume compilation of George Howard Darwin’s influential research works in astronomy, tidal theory, and celestial mechanics.
  • C. Special Publications
    Special Publications are a flagship series of peer-reviewed thematic volumes in the geosciences produced by the Geological Society of London.
  • D. Special Publications
    Special Publications are a series of technical and guidance documents produced by the National Institute of Standards and Technology, widely used as authoritative references for standards, best practices, and research findings in science, technology, and cybersecurity.
  • E. Out-door Papers
    Out-door Papers is a collection of nature essays by American author and abolitionist Thomas Wentworth Higginson, reflecting on outdoor life and the natural world in 19th-century New England.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91aabebc819097eb61b2d81c9a91 completed April 14, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd64935d8081908e5b0e80027948e0 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd65cf06308190bf7b6463bc109542 completed May 8, 2026, 4:25 a.m.
NED2 Entity disambiguation (via description) batch_69fd66476ab88190b2d410ced33ce34b completed May 8, 2026, 4:27 a.m.
Created at: April 10, 2026, 1:19 a.m.