Triple

T32143039
Position Surface form Disambiguated ID Type / Status
Subject Libyan oil infrastructure E820956 entity
Predicate keyPipeline P173625 FINISHED
Object Great Man-Made River oil-related pipelines (associated infrastructure)
The Great Man-Made River oil-related pipelines are a critical network of conduits in Libya that support the transport and operation of the country’s oil resources alongside its massive water-transfer system.
 E1993436 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: Great Man-Made River oil-related pipelines (associated infrastructure) | Statement: [Libyan oil infrastructure, keyPipeline, Great Man-Made River oil-related pipelines (associated infrastructure)]
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: Great Man-Made River oil-related pipelines (associated infrastructure)
Triple: [Libyan oil infrastructure, keyPipeline, Great Man-Made River oil-related pipelines (associated infrastructure)]
Generated description
The Great Man-Made River oil-related pipelines are a critical network of conduits in Libya that support the transport and operation of the country’s oil resources alongside its massive water-transfer system.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: keyPipeline
Context triple: [Libyan oil infrastructure, keyPipeline, Great Man-Made River oil-related pipelines (associated infrastructure)]
  • A. keyIntermediate
    Indicates that something serves as an essential transitional or intermediary step, component, or stage within a larger process or relationship.
  • B. keyCenter
    Indicates the central or primary tonal focus around which other related elements are organized or interpreted.
  • C. keyHub
    Indicates a central or primary element that connects, coordinates, or controls multiple related components or interactions.
  • D. keyProtocol
    Indicates that one entity serves as the primary or standard communication protocol used by another entity.
  • E. keyPair
    Indicates a relationship where two cryptographic keys are associated as a matched pair, typically consisting of a public key and a corresponding private key used together for secure operations.
  • F. None of above. chosen

Provenance (7 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_69f3490520d081909b2f1271dab75faa completed April 30, 2026, 12:20 p.m.
NER Named-entity recognition batch_69f6b9af93e081908d003dd45258ad27 completed May 3, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a2f014237b881909301d5eeef4f0fec completed June 14, 2026, 7:30 p.m.
NEDg Description generation batch_6a2f02fa1bc08190b17a2d66e076ed34 completed June 14, 2026, 7:37 p.m.
NED2 Entity disambiguation (via description) batch_6a2f037a21448190b644fd9cadc3cdee completed June 14, 2026, 7:39 p.m.
PD Predicate disambiguation batch_69f6b3a970b0819090c6473844ffa8e3 completed May 3, 2026, 2:32 a.m.
PDg Predicate description generation batch_69f6b49339048190b617a6749f648825 completed May 3, 2026, 2:36 a.m.
Created at: May 1, 2026, 12:31 a.m.