Triple
T4295016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ibn Khaldun |
E99689
|
entity |
| Predicate | kunya |
P26979
|
FINISHED |
| Object |
Abu Zayd
Abu Zayd is the honorific (kunya) of the renowned 14th-century Arab historian and sociologist Ibn Khaldun.
|
E428401
|
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: Abu Zayd | Statement: [Ibn Khaldun, kunya, Abu Zayd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abu Zayd Context triple: [Ibn Khaldun, kunya, Abu Zayd]
-
A.
Abu Zayd al-Ansari
Abu Zayd al-Ansari was an early Arab grammarian and linguist renowned for his contributions to the development of classical Arabic grammar and philology.
-
B.
Abu Musa al-Ashari
Abu Musa al-Ashari was a prominent companion of the Prophet Muhammad, renowned for his piety, knowledge of Islamic jurisprudence, and role as a governor and military leader in the early Islamic state.
-
C.
Abu al-Hasan
Abu al-Hasan is an honorific epithet of Ali ibn Abi Talib, the fourth caliph of Islam and cousin and son-in-law of the Prophet Muhammad.
-
D.
Abu Amr ibn al-Ala
Abu Amr ibn al-Ala was an early and influential Arab grammarian and Quran reciter, regarded as one of the foundational figures in the development of Arabic linguistic scholarship.
-
E.
Dawud al-Zahiri
Dawud al-Zahiri was a 9th-century Islamic jurist and theologian who founded the literalist Zahiri school of Sunni jurisprudence, known for its strict reliance on the Qur’an and Hadith while rejecting analogical reasoning.
- 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: Abu Zayd Triple: [Ibn Khaldun, kunya, Abu Zayd]
Generated description
Abu Zayd is the honorific (kunya) of the renowned 14th-century Arab historian and sociologist Ibn Khaldun.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abu Zayd Target entity description: Abu Zayd is the honorific (kunya) of the renowned 14th-century Arab historian and sociologist Ibn Khaldun.
-
A.
Abu Zayd al-Ansari
Abu Zayd al-Ansari was an early Arab grammarian and linguist renowned for his contributions to the development of classical Arabic grammar and philology.
-
B.
Abu Musa al-Ashari
Abu Musa al-Ashari was a prominent companion of the Prophet Muhammad, renowned for his piety, knowledge of Islamic jurisprudence, and role as a governor and military leader in the early Islamic state.
-
C.
Abu al-Hasan
Abu al-Hasan is an honorific epithet of Ali ibn Abi Talib, the fourth caliph of Islam and cousin and son-in-law of the Prophet Muhammad.
-
D.
Abu Amr ibn al-Ala
Abu Amr ibn al-Ala was an early and influential Arab grammarian and Quran reciter, regarded as one of the foundational figures in the development of Arabic linguistic scholarship.
-
E.
Dawud al-Zahiri
Dawud al-Zahiri was a 9th-century Islamic jurist and theologian who founded the literalist Zahiri school of Sunni jurisprudence, known for its strict reliance on the Qur’an and Hadith while rejecting analogical reasoning.
- 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.