Triple
T4291722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Borg El Arab |
E99607
|
entity |
| Predicate | hasIndustrialZone |
P13026
|
FINISHED |
| Object | Borg El Arab industrial zone |
E127728
|
NE FINISHED |
How this triple was built (2 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: Borg El Arab industrial zone | Statement: [Borg El Arab, hasIndustrialZone, Borg El Arab industrial zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borg El Arab industrial zone Context triple: [Borg El Arab, hasIndustrialZone, Borg El Arab industrial zone]
-
A.
Shuwaikh Industrial Area
Shuwaikh Industrial Area is a major industrial and commercial district in Kuwait City known for its factories, warehouses, and trading facilities.
-
B.
Ain Sokhna industrial area
Ain Sokhna industrial area is a major Egyptian industrial and logistics hub on the Red Sea coast, strategically located near the Suez Canal and developed for heavy industry, petrochemicals, and port-related activities.
-
C.
Haifa Bay industrial zone
Haifa Bay industrial zone is a major industrial and petrochemical area in northern Israel, known for its refineries, heavy industry, and significant environmental impact.
-
D.
Borg El Arab New City
chosen
Borg El Arab New City is a planned satellite city in northern Egypt known for its industrial zones, residential developments, and proximity to Alexandria.
-
E.
Shuaiba Industrial Area
Shuaiba Industrial Area is a major industrial zone in Kuwait that hosts a concentration of heavy industries, manufacturing facilities, and related infrastructure.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3508035a08190b752c8edce0aff86 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c73501f4819088bf87f3c4d0f23b |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.