Triple

T24337485
Position Surface form Disambiguated ID Type / Status
Subject Ghab Plain E613418 entity
Predicate developmentProjects P80445 FINISHED
Object Ghab irrigation project
The Ghab irrigation project is a major Syrian agricultural and water-management initiative designed to drain and irrigate the Ghab Plain, transforming it into productive farmland and supporting regional development.
 E1627568 NE FINISHED

How this triple was built (3 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: Ghab irrigation project | Statement: [Ghab Plain, developmentProjects, Ghab irrigation project]
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: Ghab irrigation project
Triple: [Ghab Plain, developmentProjects, Ghab irrigation project]
Generated description
The Ghab irrigation project is a major Syrian agricultural and water-management initiative designed to drain and irrigate the Ghab Plain, transforming it into productive farmland and supporting regional development.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: developmentProjects
Context triple: [Ghab Plain, developmentProjects, Ghab irrigation project]
  • A. developmentProject chosen
    Indicates a relationship where an organized effort or initiative is undertaken to plan, create, improve, or expand something over a defined period.
  • B. developmentFor
    Indicates that one entity is created, adapted, or advanced specifically for the benefit, use, or purpose of another entity.
  • C. developmentResult
    Indicates that one entity is the outcome, product, or consequence resulting from the development process of another entity.
  • D. developmentDirection
    Indicates the primary orientation or path along which something grows, progresses, or evolves over time.
  • E. developmentPillar
    Indicates that one entity serves as a fundamental pillar or core focus area supporting the development or growth of another entity.
  • F. None of above.

Provenance (6 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_69e2d7dcc5a08190b53691130d56cbc4 completed April 18, 2026, 1:01 a.m.
NER Named-entity recognition batch_69f293212a0881908da028e81d26247d completed April 29, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0fc9efd0c881909b94dcb63ec08d47 completed May 22, 2026, 3:13 a.m.
NEDg Description generation batch_6a0fcc23ef5481909836d7e07a705a31 completed May 22, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0fcc90fcbc8190a5a41d17f10c09e5 completed May 22, 2026, 3:25 a.m.
PD Predicate disambiguation batch_69f287ad30048190b3ad3613486f277f completed April 29, 2026, 10:35 p.m.
Created at: April 18, 2026, 1:57 a.m.