Triple
T6245671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karbala Governorate |
E139714
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Ain al-Tamur
Ain al-Tamur is a town in central Iraq known for its date palm oases and historical sites, located within the Karbala Governorate.
|
E579819
|
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: Ain al-Tamur | Statement: [Karbala Governorate, hasMajorCity, Ain al-Tamur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ain al-Tamur Context triple: [Karbala Governorate, hasMajorCity, Ain al-Tamur]
-
A.
Umm al-Hasan
Umm al-Hasan was a daughter of Hasan ibn Ali, the second Shia Imam and grandson of the Prophet Muhammad, and thus a member of the early Islamic prophetic household (Ahl al-Bayt).
-
B.
Ain El Mreisseh
Ain El Mreisseh is a coastal neighborhood in Beirut, Lebanon, known for its seaside promenade, hotels, and proximity to the city’s central districts.
-
C.
Medjez el-Bab
Medjez el-Bab is a historic town in northern Tunisia known for its strategic location on the Medjerda River and its role in World War II’s North African campaign.
-
D.
Hillah
Hillah is a city in central Iraq on the Euphrates River, known as the modern settlement adjacent to the ruins of ancient Babylon.
-
E.
El-Harra
El-Harra is a small settlement located within Egypt’s Bahariya Oasis in the Western Desert.
- 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: Ain al-Tamur Triple: [Karbala Governorate, hasMajorCity, Ain al-Tamur]
Generated description
Ain al-Tamur is a town in central Iraq known for its date palm oases and historical sites, located within the Karbala Governorate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ain al-Tamur Target entity description: Ain al-Tamur is a town in central Iraq known for its date palm oases and historical sites, located within the Karbala Governorate.
-
A.
Umm al-Hasan
Umm al-Hasan was a daughter of Hasan ibn Ali, the second Shia Imam and grandson of the Prophet Muhammad, and thus a member of the early Islamic prophetic household (Ahl al-Bayt).
-
B.
Ain El Mreisseh
Ain El Mreisseh is a coastal neighborhood in Beirut, Lebanon, known for its seaside promenade, hotels, and proximity to the city’s central districts.
-
C.
Medjez el-Bab
Medjez el-Bab is a historic town in northern Tunisia known for its strategic location on the Medjerda River and its role in World War II’s North African campaign.
-
D.
Hillah
Hillah is a city in central Iraq on the Euphrates River, known as the modern settlement adjacent to the ruins of ancient Babylon.
-
E.
El-Harra
El-Harra is a small settlement located within Egypt’s Bahariya Oasis in the Western Desert.
- 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_69c008b1c5088190ae6de2555fc05ad8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0631d9e648190a59ab4001f506424 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c24406809c8190a827a52abce88ecc |
completed | March 24, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c2a6663a4c8190b7fcac132640da50 |
completed | March 24, 2026, 2:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2a6bc92948190ae4676d0e6e186fb |
completed | March 24, 2026, 2:59 p.m. |
Created at: March 22, 2026, 4:23 p.m.