Triple
T4481571
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ñuble |
E100145
|
entity |
| Predicate | transportAxis |
P56811
|
FINISHED |
| Object | Pan-American Highway |
E2745
|
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: Pan-American Highway | Statement: [Ñuble, transportAxis, Pan-American Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pan-American Highway Context triple: [Ñuble, transportAxis, Pan-American Highway]
-
A.
Pan-American Highway
chosen
The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
-
B.
Inter-American Highway
The Inter-American Highway is a major network of roads in Central America that forms a key segment of the larger Pan-American Highway system, connecting the United States–Mexico border to Panama.
-
C.
Trans-Panama Highway
The Trans-Panama Highway is a major roadway that spans the width of Panama, linking its coasts and integrating into the broader Pan-American Highway network.
-
D.
Mexican Federal Highway 40
Mexican Federal Highway 40 is a major east–west route in northern Mexico that connects the Pacific coast city of Mazatlán in Sinaloa with the inland city of Reynosa in Tamaulipas, traversing the Sierra Madre Occidental.
-
E.
Mexican Federal Highway 1
Mexican Federal Highway 1 is a major north–south roadway that runs the length of the Baja California Peninsula in Mexico, connecting the U.S. border to numerous cities and coastal destinations.
- 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: transportAxis Context triple: [Ñuble, transportAxis, Pan-American Highway]
-
A.
usesAxis
Indicates that one entity employs or relies on another entity as a reference axis or basis for orientation, measurement, or organization.
-
B.
ridgeAxis
Indicates the central line or crest along the top of a ridge that defines its main axis or direction.
-
C.
horizontalAxis
Indicates that one entity serves as the horizontal reference line or direction along which another entity is oriented, measured, or arranged.
-
D.
stabilityAxes
Indicates the axes or directions along which a system, object, or configuration remains stable or returns to equilibrium after small disturbances.
-
E.
axisObjective
Indicates that an entity serves as a primary goal, target, or focal objective along a defined axis or strategic direction in a given context.
- 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_69b34553cbe48190afa8ac1cac285b86 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35728ed508190ba0e882fa62d8848 |
completed | March 13, 2026, 12:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b65140f9a08190856442534ff46e37 |
completed | March 15, 2026, 6:27 a.m. |
| PD | Predicate disambiguation | batch_69b3563d63008190816e37027e761375 |
completed | March 13, 2026, 12:11 a.m. |
| PDg | Predicate description generation | batch_69b35727a8ac819090420bd3e2cfbcf1 |
completed | March 13, 2026, 12:15 a.m. |
Created at: March 12, 2026, 11:36 p.m.