Triple
T6935262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tumbalá mountains foothills |
E160537
|
entity |
| Predicate | formsTransitionBetween |
P74368
|
FINISHED |
| Object | Chiapas Highlands |
E313531
|
NE FINISHED |
How this triple was built (3 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: Chiapas Highlands | Statement: [Tumbalá mountains foothills, formsTransitionBetween, Chiapas Highlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chiapas Highlands Context triple: [Tumbalá mountains foothills, formsTransitionBetween, Chiapas Highlands]
-
A.
Chiapas Highlands
chosen
The Chiapas Highlands are a mountainous region in southern Mexico known for their large indigenous population, traditional cultures, and rugged, forested landscapes.
-
B.
Nayarit highlands
The Nayarit highlands are a mountainous region in western Mexico characterized by rugged terrain, pine-oak forests, and the traditional territories of several Indigenous communities.
-
C.
Guatemala Highlands
The Guatemala Highlands are a mountainous region in central and western Guatemala known for their volcanic landscapes, dense indigenous Maya population, and cultural and economic significance to the country.
-
D.
Pico de Orizaba region
The Pico de Orizaba region is a mountainous area in eastern Mexico dominated by the country’s highest volcano, known for its alpine landscapes, glaciers, and surrounding highland communities.
-
E.
Los Tuxtlas
Los Tuxtlas is a biodiverse volcanic and rainforest region in southern Veracruz, Mexico, known for its lush ecosystems, indigenous communities, and coastal landscapes along the Gulf of Mexico.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsTransitionBetween Context triple: [Tumbalá mountains foothills, formsTransitionBetween, Chiapas Highlands]
-
A.
transitionTo
Indicates a change in state, condition, or phase from one defined status to another.
-
B.
formsInterchangeBetween
Indicates that one entity creates or establishes an interchange (e.g., a junction, connection, or transfer point) between two or more other entities.
-
C.
transitionProgram
Indicates a relationship where one entity serves as a program or structured process that facilitates another entity’s transition from one state, phase, or condition to another.
-
D.
transition
Indicates a change of state or condition from one form, phase, or situation to another.
-
E.
transitionMechanismUsedWith
Indicates that a particular transition or change from one state to another is carried out using a specified mechanism or method.
- 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_69c6884e15208190b9e91487eaafcf85 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6e0c74fe48190aeaa018631e52ef6 |
completed | March 27, 2026, 7:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75151d5e48190b2389ae9049d1454 |
completed | March 28, 2026, 3:56 a.m. |
| PD | Predicate disambiguation | batch_69c6d7bd5a388190a57a96d925696ff6 |
completed | March 27, 2026, 7:17 p.m. |
| PDg | Predicate description generation | batch_69c6e0c620f0819080e0ec49b36d4c30 |
completed | March 27, 2026, 7:55 p.m. |
Created at: March 27, 2026, 2:27 p.m.