Triple

T240311
Position Surface form Disambiguated ID Type / Status
Subject Arab–Israeli conflict E4915 entity
Predicate keyParty P9204 FINISHED
Object Hezbollah
Hezbollah is a Lebanon-based Shiite Islamist political and militant organization backed by Iran, known for its armed resistance against Israel and significant influence in Lebanese politics.
E32521 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 | Statement: [Arab–Israeli conflict, keyParty, Hezbollah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hezbollah
Context triple: [Arab–Israeli conflict, keyParty, Hezbollah]
  • A. Hamas
    Hamas is a Palestinian Islamist militant and political organization that governs the Gaza Strip and is known for its armed resistance against Israel.
  • B. Taliban
    The Taliban is an Islamist militant and political movement originating in Afghanistan, known for its strict interpretation of Sharia law and its long-running insurgency against Afghan governments and international forces.
  • C. Palestine Liberation Organization
    The Palestine Liberation Organization is a political and paramilitary body that has historically represented the Palestinian people in their struggle for national self-determination and statehood.
  • D. al-Qaeda in Iraq
    Al-Qaeda in Iraq was a Sunni Islamist militant organization that emerged after the 2003 U.S. invasion, becoming one of the most violent insurgent groups in the country and a precursor to the Islamic State (ISIS).
  • E. al-Qaeda
    al-Qaeda is a militant Islamist extremist organization known for orchestrating major terrorist attacks worldwide, including the September 11, 2001 attacks in the United States.
  • 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
Triple: [Arab–Israeli conflict, keyParty, Hezbollah]
Generated description
Hezbollah is a Lebanon-based Shiite Islamist political and militant organization backed by Iran, known for its armed resistance against Israel and significant influence in Lebanese politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hezbollah
Target entity description: Hezbollah is a Lebanon-based Shiite Islamist political and militant organization backed by Iran, known for its armed resistance against Israel and significant influence in Lebanese politics.
  • A. Hamas
    Hamas is a Palestinian Islamist militant and political organization that governs the Gaza Strip and is known for its armed resistance against Israel.
  • B. Taliban
    The Taliban is an Islamist militant and political movement originating in Afghanistan, known for its strict interpretation of Sharia law and its long-running insurgency against Afghan governments and international forces.
  • C. Palestine Liberation Organization
    The Palestine Liberation Organization is a political and paramilitary body that has historically represented the Palestinian people in their struggle for national self-determination and statehood.
  • D. al-Qaeda in Iraq
    Al-Qaeda in Iraq was a Sunni Islamist militant organization that emerged after the 2003 U.S. invasion, becoming one of the most violent insurgent groups in the country and a precursor to the Islamic State (ISIS).
  • E. al-Qaeda
    al-Qaeda is a militant Islamist extremist organization known for orchestrating major terrorist attacks worldwide, including the September 11, 2001 attacks in the United States.
  • 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_69a257c3d0708190b0871c4269d273e6 completed Feb. 28, 2026, 2:49 a.m.
NER Named-entity recognition batch_69a260c42060819089eb772202e504f5 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3736ff4388190b6b43a149d0003c5 completed Feb. 28, 2026, 11 p.m.
NEDg Description generation batch_69a3745c4cb481908fb0ba52119fabbb completed Feb. 28, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69a374e12e9c819090217b5197c90ccf completed Feb. 28, 2026, 11:06 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.