Triple

T12828732
Position Surface form Disambiguated ID Type / Status
Subject Lyari Town E306728 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Kamil Gali
Kamil Gali is a residential neighborhood located within Lyari Town in Karachi, Pakistan.
E1005721 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: Kamil Gali | Statement: [Lyari Town, hasNeighbourhood, Kamil Gali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kamil Gali
Context triple: [Lyari Town, hasNeighbourhood, Kamil Gali]
  • A. Kamil Grosicki
    Kamil Grosicki is a Polish professional footballer and winger known for his pace, creativity, and long international career with the Poland national team.
  • B. Kamil Myśliwiec
    Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
  • C. Kamil
    Kamil is a masculine given name of Arabic origin, commonly used in various cultures and languages with meanings related to perfection or completeness.
  • D. Maciej Berbeka
    Maciej Berbeka was a renowned Polish high-altitude mountaineer and Himalayan climber noted for pioneering difficult winter ascents.
  • E. Lukasz Gottwald
    Lukasz Gottwald, better known as Dr. Luke, is an American record producer and songwriter renowned for crafting numerous pop hits for major artists in the 2000s and 2010s.
  • 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: Kamil Gali
Triple: [Lyari Town, hasNeighbourhood, Kamil Gali]
Generated description
Kamil Gali is a residential neighborhood located within Lyari Town in Karachi, Pakistan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kamil Gali
Target entity description: Kamil Gali is a residential neighborhood located within Lyari Town in Karachi, Pakistan.
  • A. Kamil Grosicki
    Kamil Grosicki is a Polish professional footballer and winger known for his pace, creativity, and long international career with the Poland national team.
  • B. Kamil Myśliwiec
    Kamil Myśliwiec is a Polish software engineer and entrepreneur best known as the founder and lead maintainer of the NestJS framework for building scalable server-side applications in Node.js.
  • C. Kamil
    Kamil is a masculine given name of Arabic origin, commonly used in various cultures and languages with meanings related to perfection or completeness.
  • D. Maciej Berbeka
    Maciej Berbeka was a renowned Polish high-altitude mountaineer and Himalayan climber noted for pioneering difficult winter ascents.
  • E. Lukasz Gottwald
    Lukasz Gottwald, better known as Dr. Luke, is an American record producer and songwriter renowned for crafting numerous pop hits for major artists in the 2000s and 2010s.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96faf9ae481908265e198f917d1e6 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ed6cc9c8190aa66075505b42ec0 completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f69277d3d88190abce800c01a8026c completed May 3, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69f6938150608190a61206cefa3eca1e completed May 3, 2026, 12:14 a.m.
Created at: April 9, 2026, 5:34 p.m.