Triple
T13024928
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malir River |
E326276
|
entity |
| Predicate | floodEvent |
P39938
|
FINISHED |
| Object |
Karachi monsoon floods
The Karachi monsoon floods are recurring seasonal inundations in Pakistan’s largest city, caused by intense monsoon rains that overwhelm drainage systems and river channels, leading to widespread urban flooding and damage.
|
E1014987
|
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: Karachi monsoon floods | Statement: [Malir River, floodEvent, Karachi monsoon floods]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karachi monsoon floods Context triple: [Malir River, floodEvent, Karachi monsoon floods]
-
A.
2013 North India floods
The 2013 North India floods were a devastating series of cloudburst-triggered flash floods and landslides, particularly in Uttarakhand, that caused massive loss of life, widespread destruction, and one of the largest rescue operations in India’s history.
-
B.
2008 Kosi flood
The 2008 Kosi flood was a catastrophic river flood in northern India and Nepal that displaced millions of people and caused widespread destruction when the Kosi River dramatically changed its course.
-
C.
Attabad
Attabad is a village in the Hunza Valley of Gilgit-Baltistan, Pakistan, known for being partially submerged and displaced by the formation of Attabad Lake after a massive landslide in 2010.
-
D.
Cyclone Nargis
Cyclone Nargis was a devastating 2008 tropical cyclone that struck Myanmar, causing catastrophic flooding and one of the deadliest natural disasters in the country's history.
-
E.
2007 state of emergency in Pakistan
The 2007 state of emergency in Pakistan was a period of suspended constitutional rule and intensified political crisis under President Pervez Musharraf, marked by curbs on the judiciary, media, and opposition.
- 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: Karachi monsoon floods Triple: [Malir River, floodEvent, Karachi monsoon floods]
Generated description
The Karachi monsoon floods are recurring seasonal inundations in Pakistan’s largest city, caused by intense monsoon rains that overwhelm drainage systems and river channels, leading to widespread urban flooding and damage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karachi monsoon floods Target entity description: The Karachi monsoon floods are recurring seasonal inundations in Pakistan’s largest city, caused by intense monsoon rains that overwhelm drainage systems and river channels, leading to widespread urban flooding and damage.
-
A.
2013 North India floods
The 2013 North India floods were a devastating series of cloudburst-triggered flash floods and landslides, particularly in Uttarakhand, that caused massive loss of life, widespread destruction, and one of the largest rescue operations in India’s history.
-
B.
2008 Kosi flood
The 2008 Kosi flood was a catastrophic river flood in northern India and Nepal that displaced millions of people and caused widespread destruction when the Kosi River dramatically changed its course.
-
C.
Attabad
Attabad is a village in the Hunza Valley of Gilgit-Baltistan, Pakistan, known for being partially submerged and displaced by the formation of Attabad Lake after a massive landslide in 2010.
-
D.
Cyclone Nargis
Cyclone Nargis was a devastating 2008 tropical cyclone that struck Myanmar, causing catastrophic flooding and one of the deadliest natural disasters in the country's history.
-
E.
2007 state of emergency in Pakistan
The 2007 state of emergency in Pakistan was a period of suspended constitutional rule and intensified political crisis under President Pervez Musharraf, marked by curbs on the judiciary, media, and opposition.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97efac71881908a21d70c3c6ce099 |
completed | April 10, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c11c1f6c8190be1c570a7e44a313 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c20aff008190a1a10ac02ed08726 |
completed | May 3, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c2de143c81908164f5df2b92e5c3 |
completed | May 3, 2026, 3:37 a.m. |
Created at: April 9, 2026, 8:53 p.m.