Triple
T7736385
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamic Resistance in Lebanon |
E175391
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object |
Beirut southern suburbs
Beirut southern suburbs is a predominantly Shia, densely populated area of Beirut known as a stronghold of Hezbollah and a focal point of Lebanon’s political and security dynamics.
|
E688351
|
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: Beirut southern suburbs | Statement: [Islamic Resistance in Lebanon, region, Beirut southern suburbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut southern suburbs Context triple: [Islamic Resistance in Lebanon, region, Beirut southern suburbs]
-
A.
Beirut Central District
Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
-
B.
East Beirut
East Beirut is the predominantly Christian, historically Phalange-aligned sector of Lebanon’s capital that served as a key stronghold during the Lebanese Civil War.
-
C.
West Beirut
West Beirut is the predominantly Muslim western sector of Lebanon’s capital, Beirut, which was heavily affected by the Lebanese Civil War and associated with key events such as the Sabra and Shatila massacre.
-
D.
Jounieh
Jounieh is a coastal city in Lebanon known for its seaside resorts, vibrant nightlife, and proximity to the historic pilgrimage site of Harissa.
-
E.
Beirut Governorate
Beirut Governorate is the smallest and most populous of Lebanon’s governorates, encompassing the capital city of Beirut as its sole district and administrative center.
- 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: Beirut southern suburbs Triple: [Islamic Resistance in Lebanon, region, Beirut southern suburbs]
Generated description
Beirut southern suburbs is a predominantly Shia, densely populated area of Beirut known as a stronghold of Hezbollah and a focal point of Lebanon’s political and security dynamics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beirut southern suburbs Target entity description: Beirut southern suburbs is a predominantly Shia, densely populated area of Beirut known as a stronghold of Hezbollah and a focal point of Lebanon’s political and security dynamics.
-
A.
Beirut Central District
Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
-
B.
East Beirut
East Beirut is the predominantly Christian, historically Phalange-aligned sector of Lebanon’s capital that served as a key stronghold during the Lebanese Civil War.
-
C.
West Beirut
West Beirut is the predominantly Muslim western sector of Lebanon’s capital, Beirut, which was heavily affected by the Lebanese Civil War and associated with key events such as the Sabra and Shatila massacre.
-
D.
Jounieh
Jounieh is a coastal city in Lebanon known for its seaside resorts, vibrant nightlife, and proximity to the historic pilgrimage site of Harissa.
-
E.
Beirut Governorate
Beirut Governorate is the smallest and most populous of Lebanon’s governorates, encompassing the capital city of Beirut as its sole district and administrative center.
- 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_69c6995f9c60819092e386192bd63c6f |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7035923108190842025631e2314cc |
completed | March 27, 2026, 10:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8d6b1f7648190a0e2fd82ecb9c8b9 |
completed | March 29, 2026, 7:37 a.m. |
| NEDg | Description generation | batch_69c8d73968ec81908586ccdf4118db56 |
completed | March 29, 2026, 7:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8d825d3fc8190a98879a4790aafcd |
completed | March 29, 2026, 7:43 a.m. |
Created at: March 27, 2026, 4:06 p.m.