Triple

T5194
Position Surface form Disambiguated ID Type / Status
Subject Ismail Serageldin E101 entity
Predicate hasPublished P80 FINISHED
Object books on development and sustainability LITERAL FINISHED

How this triple was built (2 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: books on development and sustainability | Statement: [Ismail Serageldin, hasPublished, books on development and sustainability]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasPublished
Context triple: [Ismail Serageldin, hasPublished, books on development and sustainability]
  • A. hasPublication chosen
    Indicates that an entity is associated with or responsible for a specific publication.
  • B. publishedIn
    Indicates that a work (such as an article, paper, or book) has been formally released or made available within a specific venue, medium, or publication.
  • C. ceasedPublication
    Indicates that an entity (such as a publication or series) has stopped being produced or released and is no longer ongoing.
  • D. publicationYear
    Indicates the specific calendar year in which a work was formally published or released.
  • E. publicationType
    Indicates the specific category or format of a published work that characterizes how it is issued or presented.
  • F. None of above.

Provenance (3 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_69a238d6b47881909e68288aed2fd858 completed Feb. 28, 2026, 12:37 a.m.
NER Named-entity recognition batch_69a23c24b3d08190a714126292fd5479 completed Feb. 28, 2026, 12:51 a.m.
PD Predicate disambiguation batch_69a23998af288190855f0456740cbd51 completed Feb. 28, 2026, 12:40 a.m.
Created at: Feb. 28, 2026, 12:40 a.m.