Triple
T11261185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matsapha |
E266562
|
entity |
| Predicate | hasIndustrialEstate |
P13026
|
FINISHED |
| Object |
Matsapha Industrial Estate
Matsapha Industrial Estate is a major industrial and manufacturing hub in Eswatini, hosting numerous factories, warehouses, and commercial facilities that drive much of the country’s industrial activity.
|
E914825
|
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: Matsapha Industrial Estate | Statement: [Matsapha, hasIndustrialEstate, Matsapha Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matsapha Industrial Estate Context triple: [Matsapha, hasIndustrialEstate, Matsapha Industrial Estate]
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
C.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
D.
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.
-
E.
Agbara Industrial Estate
Agbara Industrial Estate is a major manufacturing and commercial hub in southwestern Nigeria that hosts numerous multinational and local industries.
- 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: Matsapha Industrial Estate Triple: [Matsapha, hasIndustrialEstate, Matsapha Industrial Estate]
Generated description
Matsapha Industrial Estate is a major industrial and manufacturing hub in Eswatini, hosting numerous factories, warehouses, and commercial facilities that drive much of the country’s industrial activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matsapha Industrial Estate Target entity description: Matsapha Industrial Estate is a major industrial and manufacturing hub in Eswatini, hosting numerous factories, warehouses, and commercial facilities that drive much of the country’s industrial activity.
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
C.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
D.
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.
-
E.
Agbara Industrial Estate
Agbara Industrial Estate is a major manufacturing and commercial hub in southwestern Nigeria that hosts numerous multinational and local industries.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e94c066c8190be1e032eb328e5fe |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ccba233481909f00ebe2237c4f0c |
completed | April 19, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.