Triple

T7702733
Position Surface form Disambiguated ID Type / Status
Subject Iran-led regional axis E174538 entity
Predicate hasNonStateActor P62727 FINISHED
Object Hezbollah E32521 NE FINISHED

How this triple was built (3 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: [Iran-led regional axis, hasNonStateActor, Hezbollah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hezbollah
Context triple: [Iran-led regional axis, hasNonStateActor, Hezbollah]
  • A. Hezbollah chosen
    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.
  • B. 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.
  • C. 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.
  • D. Hamas
    Hamas is a Palestinian Islamist militant and political organization that governs the Gaza Strip and is known for its armed resistance against Israel.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNonStateActor
Context triple: [Iran-led regional axis, hasNonStateActor, Hezbollah]
  • A. involvedNonStateActor chosen
    Indicates that a non-state actor (such as an organization, group, or individual not formally representing a sovereign state) participates in, influences, or is otherwise engaged in the referenced event or relationship.
  • B. hasNonvotingMember
    Indicates that an entity is associated with a member who participates in some capacity but does not possess formal voting rights in the relevant decision-making process.
  • C. hasStakeholder
    Indicates that an entity is a stakeholder of another entity, typically having an interest, involvement, or influence in its activities or outcomes.
  • D. notUNMemberState
    Indicates that an entity is not a member state of the United Nations.
  • E. subjectHasActor
    Indicates that a subject is associated with or possesses a particular actor involved in an action or process.
  • F. None of above.

Provenance (4 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_69c70402169481909b219dc5f4a64b9b completed March 27, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8fa25e4a881909af09d8cbe6852dd completed March 29, 2026, 10:08 a.m.
PD Predicate disambiguation batch_69c70165e78c8190bf6b3c34e243cb81 completed March 27, 2026, 10:15 p.m.
Created at: March 27, 2026, 4:03 p.m.