Triple

T2554075
Position Surface form Disambiguated ID Type / Status
Subject Korangi District E56692 entity
Predicate hasLandmark P105 FINISHED
Object Korangi Creek
Korangi Creek is a coastal waterway and estuarine area near Karachi, Pakistan, known for its mangrove ecosystems and proximity to industrial and residential zones.
 E450446 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: Korangi Creek | Statement: [Korangi District, hasLandmark, Korangi Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Korangi Creek
Context triple: [Korangi District, hasLandmark, Korangi Creek]
  • A. Glennies Creek
    Glennies Creek is a watercourse in New South Wales, Australia, that forms part of the Hunter River catchment and supports local agriculture and water storage.
  • B. Kerio River
    The Kerio River is a major river in Kenya that drains the western highlands and flows northward through the Kerio Valley before emptying into Lake Turkana.
  • C. Muswellbrook Creek
    Muswellbrook Creek is a small river in the Hunter Region of New South Wales, Australia, that flows through the town of Muswellbrook and forms part of the local Hunter River catchment.
  • D. Mannering Creek
    Mannering Creek is a watercourse in New South Wales, Australia, that serves as one of the natural tributaries feeding into Lake Macquarie.
  • E. Woolshed Creek
    Woolshed Creek is a minor watercourse in the Australian Capital Territory that feeds into the Molonglo River within the Murray–Darling Basin.
  • 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: Korangi Creek
Triple: [Korangi District, hasLandmark, Korangi Creek]
Generated description
Korangi Creek is a coastal waterway and estuarine area near Karachi, Pakistan, known for its mangrove ecosystems and proximity to industrial and residential zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Korangi Creek
Target entity description: Korangi Creek is a coastal waterway and estuarine area near Karachi, Pakistan, known for its mangrove ecosystems and proximity to industrial and residential zones.
  • A. Glennies Creek
    Glennies Creek is a watercourse in New South Wales, Australia, that forms part of the Hunter River catchment and supports local agriculture and water storage.
  • B. Kerio River
    The Kerio River is a major river in Kenya that drains the western highlands and flows northward through the Kerio Valley before emptying into Lake Turkana.
  • C. Muswellbrook Creek
    Muswellbrook Creek is a small river in the Hunter Region of New South Wales, Australia, that flows through the town of Muswellbrook and forms part of the local Hunter River catchment.
  • D. Mannering Creek
    Mannering Creek is a watercourse in New South Wales, Australia, that serves as one of the natural tributaries feeding into Lake Macquarie.
  • E. Woolshed Creek
    Woolshed Creek is a minor watercourse in the Australian Capital Territory that feeds into the Molonglo River within the Murray–Darling Basin.
  • 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_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd30bc6388190b78f2f931eb54041 completed March 7, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdacb883188190a213986b2816cde2 completed March 20, 2026, 8:23 p.m.
NEDg Description generation batch_69bdad4e4a6c81908b5fabc7b0ec82b2 completed March 20, 2026, 8:25 p.m.
NED2 Entity disambiguation (via description) batch_69bdadad12fc81908a2424e353eeca34 completed March 20, 2026, 8:27 p.m.
Created at: March 6, 2026, 9:48 p.m.