Triple
T7693200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swat Valley conflict |
E174299
|
entity |
| Predicate | keyLeaderInsurgents |
P11563
|
FINISHED |
| Object |
Maulana Fazlullah
Maulana Fazlullah was a Pakistani militant leader and cleric who rose to prominence as the head of the Tehrik-i-Taliban Pakistan (TTP) and a central figure in the Taliban insurgency in Pakistan’s Swat Valley.
|
E682750
|
NE FINISHED |
How this triple was built (5 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: Maulana Fazlullah | Statement: [Swat Valley conflict, keyLeaderInsurgents, Maulana Fazlullah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maulana Fazlullah Context triple: [Swat Valley conflict, keyLeaderInsurgents, Maulana Fazlullah]
-
A.
Sher Muhammad
Sher Muhammad is a historical figure from the Talpur dynasty, known as Mir Sher Muhammad Talpur, who ruled parts of Sindh in the 19th century and resisted British colonial expansion.
-
B.
Abdul Haq
Abdul Haq was a prominent Afghan mujahideen commander and resistance leader known for his role in fighting Soviet forces and later opposing the Taliban.
-
C.
Mirza Muhammad Madani
Mirza Muhammad Madani was a Mughal-era nobleman best known as the father of Alivardi Khan, the powerful Nawab of Bengal in the mid-18th century.
-
D.
Syed Ahmad Barelvi
Syed Ahmad Barelvi was a 19th-century Indian Islamic revivalist and militant leader known for his jihad movement against Sikh rule in the Punjab and his efforts to reform Muslim religious practice in South Asia.
-
E.
Shihabuddin Omar
Shihabuddin Omar was a short-reigning Sultan of the Delhi Sultanate from the Khalji dynasty who briefly succeeded his father Alauddin Khalji before being overthrown.
- 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: Maulana Fazlullah Triple: [Swat Valley conflict, keyLeaderInsurgents, Maulana Fazlullah]
Generated description
Maulana Fazlullah was a Pakistani militant leader and cleric who rose to prominence as the head of the Tehrik-i-Taliban Pakistan (TTP) and a central figure in the Taliban insurgency in Pakistan’s Swat Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maulana Fazlullah Target entity description: Maulana Fazlullah was a Pakistani militant leader and cleric who rose to prominence as the head of the Tehrik-i-Taliban Pakistan (TTP) and a central figure in the Taliban insurgency in Pakistan’s Swat Valley.
-
A.
Sher Muhammad
Sher Muhammad is a historical figure from the Talpur dynasty, known as Mir Sher Muhammad Talpur, who ruled parts of Sindh in the 19th century and resisted British colonial expansion.
-
B.
Abdul Haq
Abdul Haq was a prominent Afghan mujahideen commander and resistance leader known for his role in fighting Soviet forces and later opposing the Taliban.
-
C.
Mirza Muhammad Madani
Mirza Muhammad Madani was a Mughal-era nobleman best known as the father of Alivardi Khan, the powerful Nawab of Bengal in the mid-18th century.
-
D.
Syed Ahmad Barelvi
Syed Ahmad Barelvi was a 19th-century Indian Islamic revivalist and militant leader known for his jihad movement against Sikh rule in the Punjab and his efforts to reform Muslim religious practice in South Asia.
-
E.
Shihabuddin Omar
Shihabuddin Omar was a short-reigning Sultan of the Delhi Sultanate from the Khalji dynasty who briefly succeeded his father Alauddin Khalji before being overthrown.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: keyLeaderInsurgents Context triple: [Swat Valley conflict, keyLeaderInsurgents, Maulana Fazlullah]
-
A.
belligerentLeader
chosen
Indicates that an entity serves as a leader or authority figure of a party engaged in a conflict, war, or hostile confrontation.
-
B.
majorInsurgencySettlement
Indicates that a location is a primary site where an insurgency has been significantly active, organized, or based.
-
C.
rebelInstitution
Indicates that an institution actively resists, opposes, or defies an established authority, system, or governing power.
-
D.
ideologyOfInsurgents
Indicates the guiding beliefs, values, or political doctrine held by insurgent groups that shape their goals and actions.
-
E.
keyCoalition
Indicates a coalition relationship where an entity plays a central or decisive role within that coalition.
- F. None of above.
Provenance (6 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_69c6995966348190939e6c37ba272c06 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c706d1f0208190bc5b695aa5736244 |
completed | March 27, 2026, 10:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8aca5f3388190b25e70caa364d712 |
completed | March 29, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69c8adeb3948819087404b0d7d7e619e |
completed | March 29, 2026, 4:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8aedede388190b8eb79cea223c31c |
completed | March 29, 2026, 4:47 a.m. |
| PD | Predicate disambiguation | batch_69c70163dea88190ae729df50e63dfd7 |
completed | March 27, 2026, 10:15 p.m. |
Created at: March 27, 2026, 4:02 p.m.