Triple
T227177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guadalajara |
E4336
|
entity |
| Predicate | roadNetwork |
P385
|
FINISHED |
| Object |
connected by Mexican Federal Highway 15
Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
|
E28871
|
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: connected by Mexican Federal Highway 15 | Statement: [Guadalajara, roadNetwork, connected by Mexican Federal Highway 15]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: connected by Mexican Federal Highway 15 Context triple: [Guadalajara, roadNetwork, connected by Mexican Federal Highway 15]
-
A.
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.
-
B.
Pan-American Highway
The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
-
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.
Interstate 15 in California
Interstate 15 in California is a major north–south highway connecting the Los Angeles region to Las Vegas and beyond, traversing the Mojave Desert and serving as a key freight and travel corridor.
-
E.
Sierra Nevada transportation corridor
The Sierra Nevada transportation corridor is a major east–west route across California’s Sierra Nevada mountains that carries key highway and rail lines linking the state’s Central Valley with Nevada and the broader interior West.
- 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: connected by Mexican Federal Highway 15 Triple: [Guadalajara, roadNetwork, connected by Mexican Federal Highway 15]
Generated description
Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: connected by Mexican Federal Highway 15 Target entity description: Mexican Federal Highway 15 is a major north–south highway in western Mexico that links key cities including Guadalajara with the U.S. border.
-
A.
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.
-
B.
Pan-American Highway
The Pan-American Highway is an extensive network of roads stretching across the Americas, connecting multiple countries from North to South.
-
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.
Interstate 15 in California
Interstate 15 in California is a major north–south highway connecting the Los Angeles region to Las Vegas and beyond, traversing the Mojave Desert and serving as a key freight and travel corridor.
-
E.
Sierra Nevada transportation corridor
The Sierra Nevada transportation corridor is a major east–west route across California’s Sierra Nevada mountains that carries key highway and rail lines linking the state’s Central Valley with Nevada and the broader interior West.
- 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_69a257363ffc81909757bde7ab3404da |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c8f60e081909a1e382c1564df8d |
completed | Feb. 28, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3587c52c08190b7e228c9ef9dbca4 |
completed | Feb. 28, 2026, 9:05 p.m. |
| NEDg | Description generation | batch_69a359096cac8190a9987591f62b3c00 |
completed | Feb. 28, 2026, 9:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3594da03481909e5f7021708409dd |
completed | Feb. 28, 2026, 9:08 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.