Triple

T8966919
Position Surface form Disambiguated ID Type / Status
Subject Subhi al-Tufayli E214158 entity
Predicate hasCriticized P3619 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: [Subhi al-Tufayli, hasCriticized, Hezbollah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hezbollah
Context triple: [Subhi al-Tufayli, hasCriticized, 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: hasCriticized
Context triple: [Subhi al-Tufayli, hasCriticized, Hezbollah]
  • A. hasCriticism chosen
    Indicates that one entity expresses disapproval, objection, or negative evaluation directed toward another entity.
  • B. criticizedFor
    Indicates that one entity expresses disapproval or negative judgment of another entity specifically because of a particular action, quality, or outcome.
  • C. sometimesCriticizedFor
    Indicates that an entity is on occasion the target of criticism for a particular reason, behavior, or attribute.
  • D. usedToCritique
    Indicates that something is employed as a means to analyze, evaluate, or express disapproval of something else.
  • E. criticizedConstruct
    Indicates that one entity expressed disapproval or negative judgment about another entity’s constructed work, idea, or creation.
  • 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_69ca839cd6008190a1546a701a56710c completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc676389948190aa78fdf6a5ae74a5 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0a753f8819084b952f20997c8d6 completed April 3, 2026, 2:37 p.m.
PD Predicate disambiguation batch_69cc5ed9a2d48190ad11381078e823b7 completed March 31, 2026, 11:55 p.m.
Created at: March 30, 2026, 7:01 p.m.