Triple

T7702720
Position Surface form Disambiguated ID Type / Status
Subject Iran-led regional axis E174538 entity
Predicate hasMember P10 FINISHED
Object Kataib Hezbollah
Kataib Hezbollah is an Iran-backed Iraqi Shiite militant group and U.S.-designated terrorist organization known for attacks on American and coalition forces and its role within Iran’s regional proxy network.
E689250 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: Kataib Hezbollah | Statement: [Iran-led regional axis, hasMember, Kataib Hezbollah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kataib Hezbollah
Context triple: [Iran-led regional axis, hasMember, Kataib Hezbollah]
  • A. Jaish al-Islam
    Jaish al-Islam is a Syrian Islamist rebel group that became one of the most powerful opposition factions during the Syrian civil war, particularly around Damascus.
  • B. Jabhat al-Nusra
    Jabhat al-Nusra is a jihadist militant group in Syria that served as al-Qaeda’s affiliate in the country and became one of the most powerful Islamist factions in the Syrian conflict.
  • C. 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.
  • D. Jaysh al-‘Usrah
    Jaysh al-‘Usrah is the traditional Arabic name given to the Muslim army that participated in the difficult and resource-strained Tabuk expedition led by the Prophet Muhammad.
  • E. Jaysh al-Inqadh al-Arabi
    Jaysh al-Inqadh al-Arabi was an irregular Arab volunteer force formed by the Arab League to fight against the newly declared State of Israel during the 1948 Arab–Israeli War.
  • 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: Kataib Hezbollah
Triple: [Iran-led regional axis, hasMember, Kataib Hezbollah]
Generated description
Kataib Hezbollah is an Iran-backed Iraqi Shiite militant group and U.S.-designated terrorist organization known for attacks on American and coalition forces and its role within Iran’s regional proxy network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kataib Hezbollah
Target entity description: Kataib Hezbollah is an Iran-backed Iraqi Shiite militant group and U.S.-designated terrorist organization known for attacks on American and coalition forces and its role within Iran’s regional proxy network.
  • A. Jaish al-Islam
    Jaish al-Islam is a Syrian Islamist rebel group that became one of the most powerful opposition factions during the Syrian civil war, particularly around Damascus.
  • B. Jabhat al-Nusra
    Jabhat al-Nusra is a jihadist militant group in Syria that served as al-Qaeda’s affiliate in the country and became one of the most powerful Islamist factions in the Syrian conflict.
  • C. 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.
  • D. Jaysh al-‘Usrah
    Jaysh al-‘Usrah is the traditional Arabic name given to the Muslim army that participated in the difficult and resource-strained Tabuk expedition led by the Prophet Muhammad.
  • E. Jaysh al-Inqadh al-Arabi
    Jaysh al-Inqadh al-Arabi was an irregular Arab volunteer force formed by the Arab League to fight against the newly declared State of Israel during the 1948 Arab–Israeli War.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7028bcb2c8190baa4e4b14abe2cc5 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8f30c099081909aaeac321fbf0066 completed March 29, 2026, 9:38 a.m.
NEDg Description generation batch_69c8f44b03088190beff15d159c5b98a completed March 29, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8f4c13be8819091a9022f0dc52bc9 completed March 29, 2026, 9:45 a.m.
Created at: March 27, 2026, 4:03 p.m.