Triple
T6741876
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mexican Federal Highway network |
E154100
|
entity |
| Predicate | connectsBorderCrossing |
P41237
|
FINISHED |
| Object |
Ciudad Hidalgo–Tecún Umán border crossing
The Ciudad Hidalgo–Tecún Umán border crossing is a key international transit point between Mexico and Guatemala, facilitating road traffic, trade, and migration across the Suchiate River.
|
E615384
|
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: Ciudad Hidalgo–Tecún Umán border crossing | Statement: [Mexican Federal Highway network, connectsBorderCrossing, Ciudad Hidalgo–Tecún Umán border crossing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ciudad Hidalgo–Tecún Umán border crossing Context triple: [Mexican Federal Highway network, connectsBorderCrossing, Ciudad Hidalgo–Tecún Umán border crossing]
-
A.
Ciudad Cuauhtémoc–La Mesilla border crossing
The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
-
B.
Chacalluta border crossing
Chacalluta border crossing is a major land border checkpoint between Chile and Peru, serving as a key gateway near the city of Arica for international road traffic and trade.
-
C.
Laredo–Nuevo Laredo crossing
The Laredo–Nuevo Laredo crossing is a major international gateway for trade and travel between the United States and Mexico, linking Laredo, Texas, with Nuevo Laredo, Tamaulipas.
-
D.
El Paso–Ciudad Juárez crossing
The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
-
E.
Brownsville–Matamoros crossing
The Brownsville–Matamoros crossing is a major international border crossing complex linking Brownsville, Texas, and Matamoros, Tamaulipas, and serving as a key gateway for trade and travel between the United States and Mexico.
- 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: Ciudad Hidalgo–Tecún Umán border crossing Triple: [Mexican Federal Highway network, connectsBorderCrossing, Ciudad Hidalgo–Tecún Umán border crossing]
Generated description
The Ciudad Hidalgo–Tecún Umán border crossing is a key international transit point between Mexico and Guatemala, facilitating road traffic, trade, and migration across the Suchiate River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ciudad Hidalgo–Tecún Umán border crossing Target entity description: The Ciudad Hidalgo–Tecún Umán border crossing is a key international transit point between Mexico and Guatemala, facilitating road traffic, trade, and migration across the Suchiate River.
-
A.
Ciudad Cuauhtémoc–La Mesilla border crossing
The Ciudad Cuauhtémoc–La Mesilla border crossing is an international checkpoint linking southern Mexico and Guatemala, serving as a key route for regional trade and passenger travel in Central America.
-
B.
Chacalluta border crossing
Chacalluta border crossing is a major land border checkpoint between Chile and Peru, serving as a key gateway near the city of Arica for international road traffic and trade.
-
C.
Laredo–Nuevo Laredo crossing
The Laredo–Nuevo Laredo crossing is a major international gateway for trade and travel between the United States and Mexico, linking Laredo, Texas, with Nuevo Laredo, Tamaulipas.
-
D.
El Paso–Ciudad Juárez crossing
The El Paso–Ciudad Juárez crossing is a major binational urban gateway where the U.S. city of El Paso, Texas, and the Mexican city of Ciudad Juárez meet, forming one of the busiest land ports of entry between the two countries.
-
E.
Brownsville–Matamoros crossing
The Brownsville–Matamoros crossing is a major international border crossing complex linking Brownsville, Texas, and Matamoros, Tamaulipas, and serving as a key gateway for trade and travel between the United States and Mexico.
- 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_69c6880d84d8819095d19de2295f26ac |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d7c94bac8190ae4b236d1b04bec9 |
completed | March 27, 2026, 7:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70b0fb79c8190ae9871b7b2d9d733 |
completed | March 27, 2026, 10:56 p.m. |
| NEDg | Description generation | batch_69c70c4111848190906b0e43cf4ae325 |
completed | March 27, 2026, 11:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c70cbb8644819091a8a9c061dfd605 |
completed | March 27, 2026, 11:03 p.m. |
Created at: March 27, 2026, 2:10 p.m.