Triple

T17739774
Position Surface form Disambiguated ID Type / Status
Subject Srah Srang E442820 entity
Predicate waterSource P4102 FINISHED
Object Angkor hydraulic network
The Angkor hydraulic network was an extensive and sophisticated system of canals, reservoirs, and barays that managed water for agriculture, urban use, and religious complexes in the Angkor region of Cambodia.
E1284982 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: Angkor hydraulic network | Statement: [Srah Srang, waterSource, Angkor hydraulic network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angkor hydraulic network
Context triple: [Srah Srang, waterSource, Angkor hydraulic network]
  • A. Shushtar Historical Hydraulic System
    The Shushtar Historical Hydraulic System is an ancient Iranian water management complex of canals, bridges, dams, and mills renowned as a masterpiece of engineering from the Sassanid era.
  • B. Kallanai (Grand Anicut)
    Kallanai (Grand Anicut) is an ancient stone dam built across the Kaveri River in Tamil Nadu, India, and is one of the oldest water-regulation structures still in use.
  • C. Mandalay Canal
    Mandalay Canal is a picturesque, man-made waterway in the Las Colinas area of Irving, Texas, featuring walkways, gondola rides, and waterfront dining and offices.
  • D. Subak irrigation cooperative
    The Subak irrigation cooperative is a traditional Balinese water management system that organizes farmers in communal governance of rice terraces, reflecting the island’s Hindu philosophy of harmony between people, nature, and the spiritual world.
  • E. Dujiangyan Irrigation System
    Dujiangyan Irrigation System is an ancient Chinese water-management project built around the 3rd century BCE that still functions today, renowned for its innovative design that controls flooding and irrigates vast areas without using a traditional dam.
  • 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: Angkor hydraulic network
Triple: [Srah Srang, waterSource, Angkor hydraulic network]
Generated description
The Angkor hydraulic network was an extensive and sophisticated system of canals, reservoirs, and barays that managed water for agriculture, urban use, and religious complexes in the Angkor region of Cambodia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angkor hydraulic network
Target entity description: The Angkor hydraulic network was an extensive and sophisticated system of canals, reservoirs, and barays that managed water for agriculture, urban use, and religious complexes in the Angkor region of Cambodia.
  • A. Shushtar Historical Hydraulic System
    The Shushtar Historical Hydraulic System is an ancient Iranian water management complex of canals, bridges, dams, and mills renowned as a masterpiece of engineering from the Sassanid era.
  • B. Kallanai (Grand Anicut)
    Kallanai (Grand Anicut) is an ancient stone dam built across the Kaveri River in Tamil Nadu, India, and is one of the oldest water-regulation structures still in use.
  • C. Mandalay Canal
    Mandalay Canal is a picturesque, man-made waterway in the Las Colinas area of Irving, Texas, featuring walkways, gondola rides, and waterfront dining and offices.
  • D. Subak irrigation cooperative
    The Subak irrigation cooperative is a traditional Balinese water management system that organizes farmers in communal governance of rice terraces, reflecting the island’s Hindu philosophy of harmony between people, nature, and the spiritual world.
  • E. Dujiangyan Irrigation System
    Dujiangyan Irrigation System is an ancient Chinese water-management project built around the 3rd century BCE that still functions today, renowned for its innovative design that controls flooding and irrigates vast areas without using a traditional dam.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47acb05848190a4b7edb98f15b8c6 completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0242fb5e7c819096b611fe936f4ce0 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0244f53f2c81909ee3dc16ff3e512e completed May 11, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_6a02459d9ab48190b8b28b75f412c64e completed May 11, 2026, 9:09 p.m.
Created at: April 10, 2026, 10:09 a.m.