Triple
T12158933
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hotat Bani Tamim Governorate |
E289652
|
entity |
| Predicate | hasMajorSettlement |
P316
|
FINISHED |
| Object | Hotat Bani Tamim |
E205237
|
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: Hotat Bani Tamim | Statement: [Hotat Bani Tamim Governorate, hasMajorSettlement, Hotat Bani Tamim]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hotat Bani Tamim Context triple: [Hotat Bani Tamim Governorate, hasMajorSettlement, Hotat Bani Tamim]
-
A.
Hotat Bani Tamim
chosen
Hotat Bani Tamim is a town in central Saudi Arabia known as a local administrative and population center within the Riyadh region.
-
B.
Tammam Salam
Tammam Salam is a Lebanese politician who served as Prime Minister of Lebanon and has long been a prominent figure in the country’s political life.
-
C.
Rajwa Al Saif
Rajwa Al Saif is a Saudi-born architect who became a member of the Jordanian royal family through her marriage to Crown Prince Hussein.
-
D.
Khalaf
Khalaf is an Arabic surname commonly borne by individuals and families across the Middle East and the broader Arab diaspora.
-
E.
Waniss Bukhmada
Waniss Bukhmada is a Libyan military commander known for his prominent leadership role in General Khalifa Haftar’s forces during the Libyan civil conflict.
- 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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915c277e481908351bf4e664dda42 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60a837a5881908c600be0be334269 |
completed | May 2, 2026, 2:30 p.m. |
Created at: April 8, 2026, 9:50 p.m.