Triple
T4295030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ibn Khaldun |
E99689
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Muqaddimah
Muqaddimah is a 14th-century foundational work of historiography and social theory by Ibn Khaldun, often regarded as a precursor to modern sociology and economics.
|
E428402
|
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: Muqaddimah | Statement: [Ibn Khaldun, notableWork, Muqaddimah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muqaddimah Context triple: [Ibn Khaldun, notableWork, Muqaddimah]
-
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.
Kitab al-Farq
Kitab al-Farq is an Islamic scholarly treatise by Usman dan Fodio that addresses religious reform, proper Islamic practice, and the distinction between true faith and un-Islamic innovations in West African Muslim societies.
-
C.
Al-Munqidh min al-Dalal
Al-Munqidh min al-Dalal is a spiritual and intellectual autobiography by the Muslim theologian Al-Ghazali, in which he recounts his crisis of doubt and journey through philosophy, theology, and Sufism in search of certain knowledge.
-
D.
At-Takathur
At-Takathur is the 102nd chapter of the Qur’an, known for its admonition against worldly rivalry and distraction from the hereafter.
-
E.
Al-Mufassal
Al-Mufassal is the name given to the final, relatively short and frequently separated chapters of the Qur’an, beginning near the end of the text and extending to its conclusion.
- 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: Muqaddimah Triple: [Ibn Khaldun, notableWork, Muqaddimah]
Generated description
Muqaddimah is a 14th-century foundational work of historiography and social theory by Ibn Khaldun, often regarded as a precursor to modern sociology and economics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muqaddimah Target entity description: Muqaddimah is a 14th-century foundational work of historiography and social theory by Ibn Khaldun, often regarded as a precursor to modern sociology and economics.
-
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.
Kitab al-Farq
Kitab al-Farq is an Islamic scholarly treatise by Usman dan Fodio that addresses religious reform, proper Islamic practice, and the distinction between true faith and un-Islamic innovations in West African Muslim societies.
-
C.
Al-Munqidh min al-Dalal
Al-Munqidh min al-Dalal is a spiritual and intellectual autobiography by the Muslim theologian Al-Ghazali, in which he recounts his crisis of doubt and journey through philosophy, theology, and Sufism in search of certain knowledge.
-
D.
At-Takathur
At-Takathur is the 102nd chapter of the Qur’an, known for its admonition against worldly rivalry and distraction from the hereafter.
-
E.
Al-Mufassal
Al-Mufassal is the name given to the final, relatively short and frequently separated chapters of the Qur’an, beginning near the end of the text and extending to its conclusion.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35085b864819086cf726285384566 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c740c4a081909a63fb957f2926ae |
completed | March 14, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69b5c7d04508819087b14c5c86f1e015 |
completed | March 14, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c84ccea08190a8e7e8fa93934ea2 |
completed | March 14, 2026, 8:42 p.m. |
Created at: March 12, 2026, 11:08 p.m.