Triple
T4884420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Lebanon conflict |
E109404
|
entity |
| Predicate | primaryFrontlineArea |
P53598
|
FINISHED |
| Object |
South Lebanon security zone
The South Lebanon security zone was a strip of territory in southern Lebanon occupied and controlled by Israel and its allied militia from 1985 to 2000, serving as a buffer zone against attacks from Lebanese and Palestinian armed groups.
|
E478293
|
NE FINISHED |
How this triple was built (5 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: South Lebanon security zone | Statement: [South Lebanon conflict, primaryFrontlineArea, South Lebanon security zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Lebanon security zone Context triple: [South Lebanon conflict, primaryFrontlineArea, South Lebanon security zone]
-
A.
Shebaa Farms
Shebaa Farms is a small, disputed strip of land at the junction of Lebanon, Israel, and Syria that has been a longstanding flashpoint in Middle Eastern territorial conflicts.
-
B.
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.
-
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.
Greater Lebanon
Greater Lebanon was a political entity created in 1920 under French colonial rule that expanded the boundaries of Mount Lebanon to form the basis of the modern state of Lebanon.
-
E.
Jabal Druze State
Jabal Druze State was a semi-autonomous political entity in southern Syria established under French colonial rule and predominantly inhabited by the Druze community.
- 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: South Lebanon security zone Triple: [South Lebanon conflict, primaryFrontlineArea, South Lebanon security zone]
Generated description
The South Lebanon security zone was a strip of territory in southern Lebanon occupied and controlled by Israel and its allied militia from 1985 to 2000, serving as a buffer zone against attacks from Lebanese and Palestinian armed groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Lebanon security zone Target entity description: The South Lebanon security zone was a strip of territory in southern Lebanon occupied and controlled by Israel and its allied militia from 1985 to 2000, serving as a buffer zone against attacks from Lebanese and Palestinian armed groups.
-
A.
Shebaa Farms
Shebaa Farms is a small, disputed strip of land at the junction of Lebanon, Israel, and Syria that has been a longstanding flashpoint in Middle Eastern territorial conflicts.
-
B.
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.
-
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.
Greater Lebanon
Greater Lebanon was a political entity created in 1920 under French colonial rule that expanded the boundaries of Mount Lebanon to form the basis of the modern state of Lebanon.
-
E.
Jabal Druze State
Jabal Druze State was a semi-autonomous political entity in southern Syria established under French colonial rule and predominantly inhabited by the Druze community.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: primaryFrontlineArea Context triple: [South Lebanon conflict, primaryFrontlineArea, South Lebanon security zone]
-
A.
primaryArea
Indicates that one entity is the main or most important area, domain, or field associated with another entity.
-
B.
frontLineRegion
chosen
Indicates that a region is located at or constitutes the primary area of direct engagement or contact in a conflict, competition, or critical situation.
-
C.
primaryFront
Indicates that one entity serves as the main or most important front-facing side or surface in relation to another entity.
-
D.
primarySurveyArea
Indicates that a specified area is the main or principal region targeted or covered by a particular survey or data collection activity.
-
E.
frontLine
Indicates that an entity is positioned at or associated with the foremost or primary line of engagement, activity, or defense relative to others.
- F. None of above.
Provenance (6 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_69bd440f71348190b99938e59fb7f9a1 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6de253ac8190b1112da6953fa4f2 |
completed | March 20, 2026, 3:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fbba1688190a812cac53992dece |
completed | March 21, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_69be707405008190ba1456544e8da593 |
completed | March 21, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be70e5537c8190b4db230932818a9c |
completed | March 21, 2026, 10:20 a.m. |
| PD | Predicate disambiguation | batch_69bd6c2be5e881909f6ec9c3bcde49f3 |
completed | March 20, 2026, 3:47 p.m. |
Created at: March 20, 2026, 1:27 p.m.