Triple
T4455754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balikh River |
E97716
|
entity |
| Predicate | isPartOfHydrologicalNetwork |
P32807
|
FINISHED |
| Object |
Middle Euphrates region
The Middle Euphrates region is a stretch of the Euphrates River valley in Syria and Iraq characterized by its fertile floodplains, ancient settlement history, and network of tributaries and irrigation systems.
|
E444659
|
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: Middle Euphrates region | Statement: [Balikh River, isPartOfHydrologicalNetwork, Middle Euphrates region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle Euphrates region Context triple: [Balikh River, isPartOfHydrologicalNetwork, Middle Euphrates region]
-
A.
Upper Mesopotamia
Upper Mesopotamia is a historical region in northern Mesopotamia, encompassing parts of modern-day Syria, Turkey, and Iraq, known as a cradle of early urban civilization and agriculture.
-
B.
Lower Mesopotamia
Lower Mesopotamia is the southern part of the ancient Mesopotamian region, encompassing the fertile alluvial plains around the lower Tigris and Euphrates rivers where some of the earliest urban civilizations, such as Sumer, emerged.
-
C.
Syro-Anatolian region
The Syro-Anatolian region is an ancient Near Eastern cultural zone spanning parts of modern Syria and southern Turkey, where diverse Luwian, Aramean, and Neo-Hittite states flourished and interacted.
-
D.
Mesopotamia–Litoral region (broad sense)
The Mesopotamia–Litoral region (broad sense) is a geographic and cultural macro-region in northeastern Argentina encompassing the riverine provinces along the Paraná and Uruguay rivers, including areas such as Santa Fe.
-
E.
Fertile Crescent
The Fertile Crescent is a historically rich, agriculturally productive region in the Middle East often regarded as one of the cradles of civilization, where early farming and some of the first complex societies emerged.
- 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: Middle Euphrates region Triple: [Balikh River, isPartOfHydrologicalNetwork, Middle Euphrates region]
Generated description
The Middle Euphrates region is a stretch of the Euphrates River valley in Syria and Iraq characterized by its fertile floodplains, ancient settlement history, and network of tributaries and irrigation systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle Euphrates region Target entity description: The Middle Euphrates region is a stretch of the Euphrates River valley in Syria and Iraq characterized by its fertile floodplains, ancient settlement history, and network of tributaries and irrigation systems.
-
A.
Upper Mesopotamia
Upper Mesopotamia is a historical region in northern Mesopotamia, encompassing parts of modern-day Syria, Turkey, and Iraq, known as a cradle of early urban civilization and agriculture.
-
B.
Lower Mesopotamia
Lower Mesopotamia is the southern part of the ancient Mesopotamian region, encompassing the fertile alluvial plains around the lower Tigris and Euphrates rivers where some of the earliest urban civilizations, such as Sumer, emerged.
-
C.
Syro-Anatolian region
The Syro-Anatolian region is an ancient Near Eastern cultural zone spanning parts of modern Syria and southern Turkey, where diverse Luwian, Aramean, and Neo-Hittite states flourished and interacted.
-
D.
Mesopotamia–Litoral region (broad sense)
The Mesopotamia–Litoral region (broad sense) is a geographic and cultural macro-region in northeastern Argentina encompassing the riverine provinces along the Paraná and Uruguay rivers, including areas such as Santa Fe.
-
E.
Fertile Crescent
The Fertile Crescent is a historically rich, agriculturally productive region in the Middle East often regarded as one of the cradles of civilization, where early farming and some of the first complex societies emerged.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isPartOfHydrologicalNetwork Context triple: [Balikh River, isPartOfHydrologicalNetwork, Middle Euphrates region]
-
A.
hydrologicallyConnectedTo
Indicates that two water bodies or hydrological features are linked such that water can flow or be transferred between them, directly or indirectly, through the hydrological system.
-
B.
hasHydrologicalRegime
Indicates that one entity (typically a water body or hydrological system) is characterized by, or associated with, a particular pattern or regime of water flow and levels over time.
-
C.
hasHydrologicalRelation
chosen
Indicates a relationship between entities based on the movement, distribution, or connection of water within or between hydrological features or systems.
-
D.
hasWatercourseType
Indicates the specific kind or category of watercourse (such as river, stream, or canal) associated with an entity.
-
E.
hydrologicallyLocatedIn
Indicates that a water-related feature (such as a river, lake, or watershed) is situated within or associated with a specific geographic or administrative area in terms of hydrology.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355f79ca481909338dda9f4f7171f |
completed | March 13, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b65f3b9950819085c285defda52d51 |
completed | March 15, 2026, 7:26 a.m. |
| NEDg | Description generation | batch_69b6601c1d4481909147ddab42bc29b5 |
completed | March 15, 2026, 7:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b66072e9508190ae279ec662dce25c |
completed | March 15, 2026, 7:32 a.m. |
| PD | Predicate disambiguation | batch_69b34f649df081909d3cc2f6a1b8f282 |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:33 p.m.