Triple
T13097984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rio Metro Regional Transit District |
E310639
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object |
Middle Rio Grande Valley
The Middle Rio Grande Valley is a region in central New Mexico centered around the Rio Grande, encompassing communities such as Albuquerque and surrounding areas.
|
E471509
|
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: Middle Rio Grande Valley | Statement: [Rio Metro Regional Transit District, serviceArea, Middle Rio Grande Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle Rio Grande Valley Context triple: [Rio Metro Regional Transit District, serviceArea, Middle Rio Grande Valley]
-
A.
Rio Grande valley
The Rio Grande Valley is a historically and culturally rich region along the Rio Grande River, known for its long-standing Indigenous presence, agricultural communities, and role as a borderland between the United States and Mexico.
-
B.
San Pedro River valley
The San Pedro River valley is an arid yet fertile Andean valley in northern Chile’s Atacama Desert, known for its oasis settlements, pre-Columbian archaeological sites, and dramatic desert landscapes.
-
C.
Yaqui Valley
Yaqui Valley is an agricultural region in the Mexican state of Sonora, renowned as a cradle of the Green Revolution for its high-yield wheat production and intensive irrigated farming.
-
D.
Río Conchos basin
The Río Conchos basin is a major river basin in northern Mexico that drains the eastern slopes of the Sierra Tarahumara before flowing into the Rio Grande.
-
E.
San Pedro River Valley
The San Pedro River Valley is a biologically rich, semi-arid corridor in southeastern Arizona known for its riparian habitats, migratory bird populations, and conservation significance.
- 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: Middle Rio Grande Valley Triple: [Rio Metro Regional Transit District, serviceArea, Middle Rio Grande Valley]
Generated description
The Middle Rio Grande Valley is a region in central New Mexico centered around the Rio Grande, encompassing communities such as Albuquerque and surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle Rio Grande Valley Target entity description: The Middle Rio Grande Valley is a region in central New Mexico centered around the Rio Grande, encompassing communities such as Albuquerque and surrounding areas.
-
A.
Rio Grande valley
chosen
The Rio Grande Valley is a historically and culturally rich region along the Rio Grande River, known for its long-standing Indigenous presence, agricultural communities, and role as a borderland between the United States and Mexico.
-
B.
San Pedro River valley
The San Pedro River valley is an arid yet fertile Andean valley in northern Chile’s Atacama Desert, known for its oasis settlements, pre-Columbian archaeological sites, and dramatic desert landscapes.
-
C.
Yaqui Valley
Yaqui Valley is an agricultural region in the Mexican state of Sonora, renowned as a cradle of the Green Revolution for its high-yield wheat production and intensive irrigated farming.
-
D.
Río Conchos basin
The Río Conchos basin is a major river basin in northern Mexico that drains the eastern slopes of the Sierra Tarahumara before flowing into the Rio Grande.
-
E.
San Pedro River Valley
The San Pedro River Valley is a biologically rich, semi-arid corridor in southeastern Arizona known for its riparian habitats, migratory bird populations, and conservation significance.
- F. None of above.
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_69d806a733548190989cfd4ce981ca33 |
completed | April 9, 2026, 8:05 p.m. |
| NER | Named-entity recognition | batch_69d981500d34819097037b3c3c33627b |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e275df6c819096bb59e64df35216 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e32bf5508190b4dc58971f8f64d0 |
completed | May 3, 2026, 5:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e40a13c8819084daf9b77b46a181 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 9, 2026, 9:04 p.m.