Triple
T1534584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hezbollah |
E32521
|
entity |
| Predicate | hasMilitaryWing |
P4347
|
FINISHED |
| Object | Hezbollah military wing |
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 military wing | Statement: [Hezbollah, hasMilitaryWing, Hezbollah military wing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hezbollah military wing Context triple: [Hezbollah, hasMilitaryWing, Hezbollah military wing]
-
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.
South Lebanon Army
The South Lebanon Army was an Israeli-backed Lebanese militia that operated in southern Lebanon, primarily fighting against Palestinian and later Hezbollah forces until its collapse in 2000.
-
C.
Izz ad-Din al-Qassam Brigades
The Izz ad-Din al-Qassam Brigades is the military wing of the Palestinian Islamist organization Hamas, known for conducting armed operations primarily against Israel.
-
D.
Phalange Party militia
The Phalange Party militia was a right-wing Christian Lebanese paramilitary force that played a major role in the Lebanese Civil War, known for its involvement in sectarian fighting and close ties to the Kataeb (Phalange) political party.
-
E.
Palestinian Liberation Army
The Palestinian Liberation Army is a military organization formed as the regular armed force associated with the Palestine Liberation Organization, historically composed of Palestinian units based in several Arab countries.
- 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: hasMilitaryWing Context triple: [Hezbollah, hasMilitaryWing, Hezbollah military wing]
-
A.
hasMilitaryDivision
Indicates that an entity possesses, includes, or is organizationally associated with a specific military division.
-
B.
militaryOrganization
Indicates that an entity functions as, or is associated with, a structured armed forces or defense-related organization.
-
C.
paramilitaryWing
chosen
Indicates that one entity functions as the paramilitary or armed wing associated with another entity, typically an organization or movement.
-
D.
hasMilitaryAssociation
Indicates a relationship in which an entity is connected or affiliated with a military organization, activity, or function.
-
E.
hasMilitaryBranch
Indicates that an entity is associated with, served in, or is part of a specific branch of a military organization.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a915f323bc8190aa757142c225e0ae |
completed | March 5, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad295da0988190b1dc171bcdfe4d71 |
completed | March 8, 2026, 7:46 a.m. |
| PD | Predicate disambiguation | batch_69a907b046448190be8ea4d7b20255f7 |
completed | March 5, 2026, 4:33 a.m. |
Created at: March 4, 2026, 7:26 p.m.