Triple

T1534615
Position Surface form Disambiguated ID Type / Status
Subject Hezbollah E32521 entity
Predicate factionOf P2942 FINISHED
Object Iran-led regional axis
The Iran-led regional axis is a loose alliance of Iran and aligned state and non-state actors across the Middle East that coordinate politically, militarily, and ideologically to counter Western and Israeli influence.
E174538 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: Iran-led regional axis | Statement: [Hezbollah, factionOf, Iran-led regional axis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iran-led regional axis
Context triple: [Hezbollah, factionOf, Iran-led regional axis]
  • A. Middle East Energy Initiative
    The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
  • B. Persian Gulf states
    Persian Gulf states are the countries of the Arabian Peninsula and surrounding region whose coastlines lie along the Persian Gulf, including nations such as Saudi Arabia, Iran, the United Arab Emirates, Qatar, Kuwait, Bahrain, Iraq, and Oman.
  • C. Reset: Iran, Turkey, and America’s Future
    "Reset: Iran, Turkey, and America’s Future" is a geopolitical analysis book by Stephen Kinzer that argues for a strategic realignment of U.S. foreign policy in the Middle East centered on closer engagement with Iran and Turkey.
  • D. Middle East shuttle diplomacy
    Middle East shuttle diplomacy refers to the intensive, back-and-forth negotiations conducted primarily by U.S. Secretary of State Henry Kissinger between Arab states and Israel in the mid-1970s to broker disengagement agreements and stabilize the region after the Yom Kippur War.
  • E. Carter Doctrine
    The Carter Doctrine is a 1980 U.S. foreign policy declaration asserting that the United States would use military force if necessary to defend its interests in the Persian Gulf against external aggression.
  • 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: Iran-led regional axis
Triple: [Hezbollah, factionOf, Iran-led regional axis]
Generated description
The Iran-led regional axis is a loose alliance of Iran and aligned state and non-state actors across the Middle East that coordinate politically, militarily, and ideologically to counter Western and Israeli influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iran-led regional axis
Target entity description: The Iran-led regional axis is a loose alliance of Iran and aligned state and non-state actors across the Middle East that coordinate politically, militarily, and ideologically to counter Western and Israeli influence.
  • A. Middle East Energy Initiative
    The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
  • B. Persian Gulf states
    Persian Gulf states are the countries of the Arabian Peninsula and surrounding region whose coastlines lie along the Persian Gulf, including nations such as Saudi Arabia, Iran, the United Arab Emirates, Qatar, Kuwait, Bahrain, Iraq, and Oman.
  • C. Reset: Iran, Turkey, and America’s Future
    "Reset: Iran, Turkey, and America’s Future" is a geopolitical analysis book by Stephen Kinzer that argues for a strategic realignment of U.S. foreign policy in the Middle East centered on closer engagement with Iran and Turkey.
  • D. Middle East shuttle diplomacy
    Middle East shuttle diplomacy refers to the intensive, back-and-forth negotiations conducted primarily by U.S. Secretary of State Henry Kissinger between Arab states and Israel in the mid-1970s to broker disengagement agreements and stabilize the region after the Yom Kippur War.
  • E. Carter Doctrine
    The Carter Doctrine is a 1980 U.S. foreign policy declaration asserting that the United States would use military force if necessary to defend its interests in the Persian Gulf against external aggression.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90828cdf08190aa404a0c11335c7b completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad295da0988190b1dc171bcdfe4d71 completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad29dc9fd08190b67527f0662c92dc completed March 8, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a4d71a88190b67ed21beebbb479 completed March 8, 2026, 7:50 a.m.
Created at: March 4, 2026, 7:26 p.m.