Triple
T2554062
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korangi District |
E56692
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
|
E280148
|
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: Landhi Industrial Area | Statement: [Korangi District, hasIndustrialArea, Landhi Industrial Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Landhi Industrial Area Context triple: [Korangi District, hasIndustrialArea, Landhi Industrial Area]
-
A.
Okhla Industrial Area
Okhla Industrial Area is a major industrial and commercial hub in South Delhi, known for its manufacturing units, offices, and business parks.
-
B.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
C.
Hattar Industrial Estate
Hattar Industrial Estate is a major industrial zone in the Haripur District of Pakistan, known for hosting a wide range of manufacturing and processing industries.
-
D.
Sharada industrial estate
Sharada Industrial Estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
E.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
- 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: Landhi Industrial Area Triple: [Korangi District, hasIndustrialArea, Landhi Industrial Area]
Generated description
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Landhi Industrial Area Target entity description: Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
-
A.
Okhla Industrial Area
Okhla Industrial Area is a major industrial and commercial hub in South Delhi, known for its manufacturing units, offices, and business parks.
-
B.
Korangi Industrial Area
Korangi Industrial Area is a major industrial and manufacturing hub in Karachi, Pakistan, hosting numerous factories and businesses across diverse sectors.
-
C.
Hattar Industrial Estate
Hattar Industrial Estate is a major industrial zone in the Haripur District of Pakistan, known for hosting a wide range of manufacturing and processing industries.
-
D.
Sharada industrial estate
Sharada Industrial Estate is a major industrial hub in Kano, Nigeria, hosting numerous manufacturing and commercial enterprises.
-
E.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
- 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_69af655c8d7c8190bef109b10d04464f |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6626136881909bb1f7dd35ac3e93 |
completed | March 10, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af69fa2bb081909ae463407cd4dd04 |
completed | March 10, 2026, 12:46 a.m. |
Created at: March 6, 2026, 9:48 p.m.