Triple

T14162123
Position Surface form Disambiguated ID Type / Status
Subject Western Sahara phosphate industry E350972 entity
Predicate monitoredBy P752 FINISHED
Object Western Sahara Resource Watch
Western Sahara Resource Watch is an international network of organizations and activists that monitors and campaigns against the exploitation of natural resources in Western Sahara.
E1084231 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: Western Sahara Resource Watch | Statement: [Western Sahara phosphate industry, monitoredBy, Western Sahara Resource Watch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Sahara Resource Watch
Context triple: [Western Sahara phosphate industry, monitoredBy, Western Sahara Resource Watch]
  • A. Spanish Sahara
    Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
  • B. Western Sahara phosphate industry
    The Western Sahara phosphate industry is a major mining and export sector centered on large phosphate reserves in the disputed territory, playing a significant role in regional economics and international political controversy.
  • C. Eastern Sahara
    Eastern Sahara is the hyper-arid eastern portion of the Sahara Desert, spanning parts of Egypt, Sudan, Libya, and Chad and characterized by vast sand and gravel plains with extremely scarce rainfall.
  • D. Western Sahara conflict
    The Western Sahara conflict is a long-running territorial dispute, primarily between Morocco and the Polisario Front, over sovereignty and self-determination in the Western Sahara region.
  • E. Moroccan Sahara
    The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
  • 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: Western Sahara Resource Watch
Triple: [Western Sahara phosphate industry, monitoredBy, Western Sahara Resource Watch]
Generated description
Western Sahara Resource Watch is an international network of organizations and activists that monitors and campaigns against the exploitation of natural resources in Western Sahara.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Sahara Resource Watch
Target entity description: Western Sahara Resource Watch is an international network of organizations and activists that monitors and campaigns against the exploitation of natural resources in Western Sahara.
  • A. Spanish Sahara
    Spanish Sahara was a former Spanish colonial territory in northwest Africa, encompassing the area of present-day Western Sahara.
  • B. Western Sahara phosphate industry
    The Western Sahara phosphate industry is a major mining and export sector centered on large phosphate reserves in the disputed territory, playing a significant role in regional economics and international political controversy.
  • C. Eastern Sahara
    Eastern Sahara is the hyper-arid eastern portion of the Sahara Desert, spanning parts of Egypt, Sudan, Libya, and Chad and characterized by vast sand and gravel plains with extremely scarce rainfall.
  • D. Western Sahara conflict
    The Western Sahara conflict is a long-running territorial dispute, primarily between Morocco and the Polisario Front, over sovereignty and self-determination in the Western Sahara region.
  • E. Moroccan Sahara
    The Moroccan Sahara is the vast desert region in southern Morocco, known for its sweeping sand dunes, arid landscapes, and traditional Berber culture.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de613a4a2081908fd51bf4b4d82b6c completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f166988190a96d01fb4bd1438e completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd05f31d9c81908b12befa499fae08 completed May 7, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69fd068196fc8190b0c5620c754d2a5c completed May 7, 2026, 9:39 p.m.
Created at: April 10, 2026, 12:59 a.m.