Triple

T19901276
Position Surface form Disambiguated ID Type / Status
Subject South Lebanon security zone E478293 entity
Predicate casualtiesInvolved P20149 FINISHED
Object Hezbollah fighters
Hezbollah fighters are members of the Lebanese Shiite Islamist militant and political organization Hezbollah, known for their armed resistance against Israel and involvement in regional conflicts.
E1401328 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: Hezbollah fighters | Statement: [South Lebanon security zone, casualtiesInvolved, Hezbollah fighters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hezbollah fighters
Context triple: [South Lebanon security zone, casualtiesInvolved, Hezbollah fighters]
  • A. Lebanese militias
    Lebanese militias were various armed Lebanese factions, often organized along sectarian and political lines, that fought in the Lebanese Civil War and against foreign interventions, including Israeli operations.
  • B. Fedayeen
    Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
  • C. Druze militias
    Druze militias were armed groups drawn from Lebanon’s Druze community that played a central role in the country’s civil war, particularly in defending Druze areas and asserting communal power during conflicts such as the Mountain War of 1983–1984.
  • D. Amal militia
    Amal militia is the armed wing of Lebanon’s Shia Amal Movement, historically active as a major militia during the Lebanese Civil War and in subsequent Lebanese politics and security affairs.
  • E. Lebanese Forces
    The Lebanese Forces is a prominent Christian political party and former militia in Lebanon known for its significant role in the Lebanese Civil War and subsequent influence in Lebanese politics.
  • 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: Hezbollah fighters
Triple: [South Lebanon security zone, casualtiesInvolved, Hezbollah fighters]
Generated description
Hezbollah fighters are members of the Lebanese Shiite Islamist militant and political organization Hezbollah, known for their armed resistance against Israel and involvement in regional conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hezbollah fighters
Target entity description: Hezbollah fighters are members of the Lebanese Shiite Islamist militant and political organization Hezbollah, known for their armed resistance against Israel and involvement in regional conflicts.
  • A. Lebanese militias
    Lebanese militias were various armed Lebanese factions, often organized along sectarian and political lines, that fought in the Lebanese Civil War and against foreign interventions, including Israeli operations.
  • B. Fedayeen
    Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
  • C. Druze militias
    Druze militias were armed groups drawn from Lebanon’s Druze community that played a central role in the country’s civil war, particularly in defending Druze areas and asserting communal power during conflicts such as the Mountain War of 1983–1984.
  • D. Amal militia
    Amal militia is the armed wing of Lebanon’s Shia Amal Movement, historically active as a major militia during the Lebanese Civil War and in subsequent Lebanese politics and security affairs.
  • E. Lebanese Forces
    The Lebanese Forces is a prominent Christian political party and former militia in Lebanon known for its significant role in the Lebanese Civil War and subsequent influence in Lebanese politics.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65941977081909e2f94724eb2c3c0 completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea45582c81908ca3fc6009702e08 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ef251640819080c43288d2491d7d completed May 16, 2026, 4:14 a.m.
NED2 Entity disambiguation (via description) batch_6a07ef9c92b881908e65aefb90ab18da completed May 16, 2026, 4:16 a.m.
Created at: April 10, 2026, 1:52 p.m.