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.