Triple
T1534577
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hezbollah |
E32521
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Imad Mughniyeh
Imad Mughniyeh was a senior Hezbollah military commander widely believed to have orchestrated numerous high-profile militant operations before his assassination in 2008.
|
E174535
|
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: Imad Mughniyeh | Statement: [Hezbollah, foundedBy, Imad Mughniyeh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imad Mughniyeh Context triple: [Hezbollah, foundedBy, Imad Mughniyeh]
-
A.
Ali Hassan al-Majid
Ali Hassan al-Majid, widely known as "Chemical Ali," was a senior Iraqi Ba'athist military commander and cousin of Saddam Hussein notorious for overseeing brutal campaigns including chemical attacks against Kurdish civilians.
-
B.
Abdullah Azzam
Abdullah Azzam was a Palestinian Islamist scholar and militant ideologue widely regarded as a key spiritual founder of modern global jihadism and an early mentor to Osama bin Laden.
-
C.
Abu Musab al-Zarqawi
Abu Musab al-Zarqawi was a Jordanian militant Islamist who became a leading figure in the Iraqi insurgency after the 2003 U.S. invasion and was known for orchestrating high-profile terrorist attacks and brutal sectarian violence.
-
D.
Sheikh Darwish
Sheikh Darwish is a wandering, eccentric former civil servant in Naguib Mahfouz’s novel "Midaq Alley," known for his cryptic wisdom and disheveled appearance.
-
E.
Sheikh Ahmed Yassin
Sheikh Ahmed Yassin was a Palestinian imam and political leader best known as the founder and spiritual leader of the Islamist militant organization Hamas.
- 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: Imad Mughniyeh Triple: [Hezbollah, foundedBy, Imad Mughniyeh]
Generated description
Imad Mughniyeh was a senior Hezbollah military commander widely believed to have orchestrated numerous high-profile militant operations before his assassination in 2008.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imad Mughniyeh Target entity description: Imad Mughniyeh was a senior Hezbollah military commander widely believed to have orchestrated numerous high-profile militant operations before his assassination in 2008.
-
A.
Ali Hassan al-Majid
Ali Hassan al-Majid, widely known as "Chemical Ali," was a senior Iraqi Ba'athist military commander and cousin of Saddam Hussein notorious for overseeing brutal campaigns including chemical attacks against Kurdish civilians.
-
B.
Abdullah Azzam
Abdullah Azzam was a Palestinian Islamist scholar and militant ideologue widely regarded as a key spiritual founder of modern global jihadism and an early mentor to Osama bin Laden.
-
C.
Abu Musab al-Zarqawi
Abu Musab al-Zarqawi was a Jordanian militant Islamist who became a leading figure in the Iraqi insurgency after the 2003 U.S. invasion and was known for orchestrating high-profile terrorist attacks and brutal sectarian violence.
-
D.
Sheikh Darwish
Sheikh Darwish is a wandering, eccentric former civil servant in Naguib Mahfouz’s novel "Midaq Alley," known for his cryptic wisdom and disheveled appearance.
-
E.
Sheikh Ahmed Yassin
Sheikh Ahmed Yassin was a Palestinian imam and political leader best known as the founder and spiritual leader of the Islamist militant organization Hamas.
- 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.