Triple
T15678981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nahj al-Balagha |
E377521
|
entity |
| Predicate | hasFamousLetter |
P7670
|
FINISHED |
| Object |
Letter to Malik al-Ashtar
Letter to Malik al-Ashtar is a renowned epistle by Imam Ali ibn Abi Talib outlining principles of just governance, ethical leadership, and the rights of subjects in Islamic political thought.
|
E1170688
|
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: Letter to Malik al-Ashtar | Statement: [Nahj al-Balagha, hasFamousLetter, Letter to Malik al-Ashtar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Letter to Malik al-Ashtar Context triple: [Nahj al-Balagha, hasFamousLetter, Letter to Malik al-Ashtar]
-
A.
Al-Risala
Al-Risala is a foundational Islamic legal treatise by Imam al-Shafi'i that systematically outlines the principles and methodology of Sunni jurisprudence (usul al-fiqh).
-
B.
Party to Damascus
"Party to Damascus" is a hip hop track by Wyclef Jean featuring Missy Elliott, known for its dancehall-influenced sound and appearance on his album "Masquerade."
-
C.
Farewell to the Sacred Mosque
Farewell to the Sacred Mosque is the final circumambulation of the Kaaba performed by pilgrims before leaving Mecca at the end of Hajj.
-
D.
Risalat al-Ghufran
Risalat al-Ghufran is a seminal 11th-century Arabic prose work by Al-Ma'arri that presents a satirical, imaginative journey through the afterlife, often compared to Dante’s Divine Comedy.
-
E.
Risalat al-Mustarshidin
Risalat al-Mustarshidin is a seminal early Sufi treatise by al-Harith al-Muhasibi that offers spiritual guidance on self-discipline, moral refinement, and the inner path to God.
- 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: Letter to Malik al-Ashtar Triple: [Nahj al-Balagha, hasFamousLetter, Letter to Malik al-Ashtar]
Generated description
Letter to Malik al-Ashtar is a renowned epistle by Imam Ali ibn Abi Talib outlining principles of just governance, ethical leadership, and the rights of subjects in Islamic political thought.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Letter to Malik al-Ashtar Target entity description: Letter to Malik al-Ashtar is a renowned epistle by Imam Ali ibn Abi Talib outlining principles of just governance, ethical leadership, and the rights of subjects in Islamic political thought.
-
A.
Al-Risala
Al-Risala is a foundational Islamic legal treatise by Imam al-Shafi'i that systematically outlines the principles and methodology of Sunni jurisprudence (usul al-fiqh).
-
B.
Party to Damascus
"Party to Damascus" is a hip hop track by Wyclef Jean featuring Missy Elliott, known for its dancehall-influenced sound and appearance on his album "Masquerade."
-
C.
Farewell to the Sacred Mosque
Farewell to the Sacred Mosque is the final circumambulation of the Kaaba performed by pilgrims before leaving Mecca at the end of Hajj.
-
D.
Risalat al-Ghufran
Risalat al-Ghufran is a seminal 11th-century Arabic prose work by Al-Ma'arri that presents a satirical, imaginative journey through the afterlife, often compared to Dante’s Divine Comedy.
-
E.
Risalat al-Mustarshidin
Risalat al-Mustarshidin is a seminal early Sufi treatise by al-Harith al-Muhasibi that offers spiritual guidance on self-discipline, moral refinement, and the inner path to God.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFamousLetter Context triple: [Nahj al-Balagha, hasFamousLetter, Letter to Malik al-Ashtar]
-
A.
hasLetter
Indicates that one entity contains, includes, or is associated with a specific letter or character.
-
B.
hasLetterBy
chosen
Indicates that an entity possesses or is associated with a letter authored or sent by another entity.
-
C.
hasLettersFor
Indicates that one entity possesses or contains written correspondence intended for another entity.
-
D.
hasCharacterNamedAfter
Indicates that one entity has a character whose name is derived from or intentionally based on another entity.
-
E.
usesSpecialLetterFor
Indicates that one entity employs a particular special letter or character specifically in relation to another entity.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f2f1640819086efd5a73bb9734a |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6ee0446881909e9c2504d51d49a3 |
completed | May 9, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69ff6fb61144819085460226d406161d |
completed | May 9, 2026, 5:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff705b1ea08190bf08b99c19715e57 |
completed | May 9, 2026, 5:35 p.m. |
| PD | Predicate disambiguation | batch_69deda8b36a4819081cb5708fe77ef51 |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:16 a.m.