Triple
T7495235
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Twain National Forest |
E177107
|
entity |
| Predicate | hasEcosystem |
P531
|
FINISHED |
| Object |
Ozark forest
Ozark forest is a heavily wooded, hilly ecosystem of the Ozark Highlands characterized by mixed oak-pine forests, karst topography, and rich biodiversity in the central United States.
|
E178962
|
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: Ozark forest | Statement: [Mark Twain National Forest, hasEcosystem, Ozark forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ozark forest Context triple: [Mark Twain National Forest, hasEcosystem, Ozark forest]
-
A.
Piney Woods
Piney Woods is a heavily forested ecoregion of East Texas and neighboring states, known for its dense pine forests, rich biodiversity, and historic rural communities.
-
B.
Ozark National Forest
Ozark National Forest is a federally protected woodland area in northern Arkansas known for its rugged Ozark Mountains scenery, extensive hiking trails, and diverse wildlife.
-
C.
Argonne Forest
Argonne Forest is a wooded region in northeastern France that was a major World War I battlefield, particularly known for the Meuse-Argonne Offensive.
-
D.
Ozark
Ozark is a dark crime drama television series that follows a financial planner who relocates his family to the Missouri Ozarks to launder money for a Mexican drug cartel.
-
E.
South Woods
South Woods is a wooded area within New York City's Central Park known for its naturalistic landscape and tranquil, forest-like setting.
- 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: Ozark forest Triple: [Mark Twain National Forest, hasEcosystem, Ozark forest]
Generated description
Ozark forest is a heavily wooded, hilly ecosystem of the Ozark Highlands characterized by mixed oak-pine forests, karst topography, and rich biodiversity in the central United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ozark forest Target entity description: Ozark forest is a heavily wooded, hilly ecosystem of the Ozark Highlands characterized by mixed oak-pine forests, karst topography, and rich biodiversity in the central United States.
-
A.
Piney Woods
Piney Woods is a heavily forested ecoregion of East Texas and neighboring states, known for its dense pine forests, rich biodiversity, and historic rural communities.
-
B.
Ozark National Forest
chosen
Ozark National Forest is a federally protected woodland area in northern Arkansas known for its rugged Ozark Mountains scenery, extensive hiking trails, and diverse wildlife.
-
C.
Argonne Forest
Argonne Forest is a wooded region in northeastern France that was a major World War I battlefield, particularly known for the Meuse-Argonne Offensive.
-
D.
Ozark
Ozark is a dark crime drama television series that follows a financial planner who relocates his family to the Missouri Ozarks to launder money for a Mexican drug cartel.
-
E.
South Woods
South Woods is a wooded area within New York City's Central Park known for its naturalistic landscape and tranquil, forest-like setting.
- F. None of above.
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_69c69f2583808190bd1a4936c42a5815 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f57b5b4c8190ab839e6a98ee86ed |
completed | March 27, 2026, 9:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c846043ed48190b6fa45ed0e70b4d3 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c846fb17d88190a515bf2226c1747d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8477874588190abeb0d31ce78c489 |
completed | March 28, 2026, 9:26 p.m. |
Created at: March 27, 2026, 3:43 p.m.