Triple
T2832507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southern Iraq |
E62271
|
entity |
| Predicate | wasCenterOf |
P164
|
FINISHED |
| Object |
Marsh Arab culture
Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
|
E303400
|
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: Marsh Arab culture | Statement: [Southern Iraq, wasCenterOf, Marsh Arab culture]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marsh Arab culture Context triple: [Southern Iraq, wasCenterOf, Marsh Arab culture]
-
A.
Darqawiyya
Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
-
B.
El Gezira
El Gezira is a Nile island in central Cairo, Egypt, known for its upscale Zamalek district, cultural institutions, and prominent landmarks such as the Cairo Tower.
-
C.
Western Desert cultural bloc
The Western Desert cultural bloc is a large interconnected region of Aboriginal Australian societies in central and western Australia that share closely related languages, cultural practices, and kinship systems.
-
D.
Badawiyya-Shadhiliyya
Badawiyya-Shadhiliyya is a notable Sufi branch that blends the spiritual traditions and teachings of the Badawiyya and Shadhiliyya orders within Islamic mysticism.
-
E.
L’Orient
L’Orient was a massive French ship of the line that served as Admiral Brueys’ flagship and was famously destroyed in a catastrophic explosion during the Battle of the Nile in 1798.
- 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: Marsh Arab culture Triple: [Southern Iraq, wasCenterOf, Marsh Arab culture]
Generated description
Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marsh Arab culture Target entity description: Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
-
A.
Darqawiyya
Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
-
B.
El Gezira
El Gezira is a Nile island in central Cairo, Egypt, known for its upscale Zamalek district, cultural institutions, and prominent landmarks such as the Cairo Tower.
-
C.
Western Desert cultural bloc
The Western Desert cultural bloc is a large interconnected region of Aboriginal Australian societies in central and western Australia that share closely related languages, cultural practices, and kinship systems.
-
D.
Badawiyya-Shadhiliyya
Badawiyya-Shadhiliyya is a notable Sufi branch that blends the spiritual traditions and teachings of the Badawiyya and Shadhiliyya orders within Islamic mysticism.
-
E.
L’Orient
L’Orient was a massive French ship of the line that served as Admiral Brueys’ flagship and was famously destroyed in a catastrophic explosion during the Battle of the Nile in 1798.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdebe95188190bf65fb4cd88e2ec5 |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8bb92b08190b1de7e6973d96301 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afea972cc8819087455f3233f84d21 |
completed | March 10, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b003cb1b2081909ddf2e6bae3e5491 |
completed | March 10, 2026, 11:43 a.m. |
Created at: March 6, 2026, 10:01 p.m.