Triple
T4095237
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuauhtémoc, Chihuahua |
E87798
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Federal Highway 5 (Chihuahua state network)
Federal Highway 5 (Chihuahua state network) is a regional Mexican federal roadway in the state of Chihuahua that serves as a key transport route linking the city of Cuauhtémoc with other parts of the state and national highway system.
|
E413471
|
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: Federal Highway 5 (Chihuahua state network) | Statement: [Cuauhtémoc, Chihuahua, roadConnection, Federal Highway 5 (Chihuahua state network)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Highway 5 (Chihuahua state network) Context triple: [Cuauhtémoc, Chihuahua, roadConnection, Federal Highway 5 (Chihuahua state network)]
-
A.
Mexican Federal Highway 55
Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
-
B.
Mexican Federal Highway 57
Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
-
C.
Mexican Federal Highway network
The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
-
D.
Mexican Federal Highway 95
Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
-
E.
Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
- 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: Federal Highway 5 (Chihuahua state network) Triple: [Cuauhtémoc, Chihuahua, roadConnection, Federal Highway 5 (Chihuahua state network)]
Generated description
Federal Highway 5 (Chihuahua state network) is a regional Mexican federal roadway in the state of Chihuahua that serves as a key transport route linking the city of Cuauhtémoc with other parts of the state and national highway system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Highway 5 (Chihuahua state network) Target entity description: Federal Highway 5 (Chihuahua state network) is a regional Mexican federal roadway in the state of Chihuahua that serves as a key transport route linking the city of Cuauhtémoc with other parts of the state and national highway system.
-
A.
Mexican Federal Highway 55
Mexican Federal Highway 55 is a major north–south federal roadway in Mexico that connects several central states and links important regional cities within the national highway network.
-
B.
Mexican Federal Highway 57
Mexican Federal Highway 57 is a major north–south federal highway in Mexico that connects Mexico City with key central and northern regions, serving as one of the country’s primary transportation corridors.
-
C.
Mexican Federal Highway network
The Mexican Federal Highway network is the nationwide system of major roads in Mexico that connects cities, regions, and borders, facilitating long-distance travel and commerce across the country.
-
D.
Mexican Federal Highway 95
Mexican Federal Highway 95 is a major north–south roadway in Mexico that connects Mexico City with the Pacific coast city of Acapulco, traversing diverse terrains including the Sierra Madre del Sur.
-
E.
Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south route in Mexico that runs from the U.S. border at Nogales through key cities like Hermosillo, Mazatlán, and Guadalajara toward Mexico City, serving as one of the country’s primary transportation corridors.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcddd76c81909fbf5db1f5d91a14 |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b6f8bb081908aa2d126fe3c9502 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56f3cf1d081908e2fb778433fb2e8 |
completed | March 14, 2026, 2:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56f99d490819093f92b4db63c5375 |
completed | March 14, 2026, 2:24 p.m. |
Created at: March 9, 2026, 3:40 p.m.