Triple
T1534611
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hezbollah |
E32521
|
entity |
| Predicate | operatesIn |
P82
|
FINISHED |
| Object |
Beirut southern suburbs
Beirut southern suburbs is a predominantly Shia, densely populated area of Lebanon’s capital known as a stronghold of Hezbollah and a focal point of the country’s political and security dynamics.
|
E4667
|
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: [Hezbollah, operatesIn, Beirut southern suburbs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut southern suburbs Context triple: [Hezbollah, operatesIn, Beirut southern suburbs]
-
A.
Beirut
Beirut is the capital and largest city of Lebanon, known as a historic cultural, commercial, and financial hub of the Eastern Mediterranean.
-
B.
Jbeil
Jbeil is a coastal city in Lebanon widely recognized as one of the world’s oldest continuously inhabited settlements and a major archaeological and tourist destination.
-
C.
Naqoura, Lebanon
Naqoura, Lebanon is a coastal town in southern Lebanon best known as the base of operations and headquarters for the United Nations peacekeeping mission UNIFIL.
-
D.
Nabatieh, Lebanon
Nabatieh is a predominantly Shia Muslim city in southern Lebanon known as a regional political and commercial center and for its major Ashura commemorations.
-
E.
Beirut Souks
Beirut Souks is a major commercial district in central Beirut, combining modern architecture with reconstructed traditional market streets and hosting a wide range of shops, restaurants, and entertainment venues.
- 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: [Hezbollah, operatesIn, Beirut southern suburbs]
Generated description
Beirut southern suburbs is a predominantly Shia, densely populated area of Lebanon’s capital known as a stronghold of Hezbollah and a focal point of the country’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 Lebanon’s capital known as a stronghold of Hezbollah and a focal point of the country’s political and security dynamics.
-
A.
Beirut
chosen
Beirut is the capital and largest city of Lebanon, known as a historic cultural, commercial, and financial hub of the Eastern Mediterranean.
-
B.
Jbeil
Jbeil is a coastal city in Lebanon widely recognized as one of the world’s oldest continuously inhabited settlements and a major archaeological and tourist destination.
-
C.
Naqoura, Lebanon
Naqoura, Lebanon is a coastal town in southern Lebanon best known as the base of operations and headquarters for the United Nations peacekeeping mission UNIFIL.
-
D.
Nabatieh, Lebanon
Nabatieh is a predominantly Shia Muslim city in southern Lebanon known as a regional political and commercial center and for its major Ashura commemorations.
-
E.
Beirut Souks
Beirut Souks is a major commercial district in central Beirut, combining modern architecture with reconstructed traditional market streets and hosting a wide range of shops, restaurants, and entertainment venues.
- F. None of above.
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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90828cdf08190aa404a0c11335c7b |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adf3b2c2788190a22c3b45dedb1484 |
completed | March 8, 2026, 10:09 p.m. |
| NEDg | Description generation | batch_69adf452ab488190b5d57e3b04159408 |
completed | March 8, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adf4bdb6dc8190964e5e78abfb8e40 |
completed | March 8, 2026, 10:14 p.m. |
Created at: March 4, 2026, 7:26 p.m.