Triple
T15893074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Safford, Arizona |
E385377
|
entity |
| Predicate | locatedInValley |
P40
|
FINISHED |
| Object |
Gila Valley
Gila Valley is an agricultural and residential region in southeastern Arizona along the Gila River, known for its farming communities and small desert towns.
|
E321761
|
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: Gila Valley | Statement: [Safford, Arizona, locatedInValley, Gila Valley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gila Valley Context triple: [Safford, Arizona, locatedInValley, Gila Valley]
-
A.
Yuma Valley
Yuma Valley is a fertile agricultural region in southwestern Arizona known for its extensive irrigated farmlands and year-round crop production.
-
B.
Gila River region
The Gila River region is a historically significant area of the Sonoran Desert in present-day Arizona, centered around the Gila River and long inhabited and cultivated by the Pima (Akimel O’odham) people.
-
C.
Gila River
The Gila River is a major waterway in the southwestern United States that flows through New Mexico and Arizona before joining the Colorado River.
-
D.
Agua Fria River
The Agua Fria River is a seasonal waterway in central Arizona that flows south through desert and riparian habitats before joining the Gila River near Phoenix.
-
E.
Eldorado Valley
Eldorado Valley is a desert valley in southern Nevada known for its arid landscape, proximity to the Eldorado Mountains, and role as a corridor between the Las Vegas area and the Colorado River.
- 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: Gila Valley Triple: [Safford, Arizona, locatedInValley, Gila Valley]
Generated description
Gila Valley is an agricultural and residential region in southeastern Arizona along the Gila River, known for its farming communities and small desert towns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gila Valley Target entity description: Gila Valley is an agricultural and residential region in southeastern Arizona along the Gila River, known for its farming communities and small desert towns.
-
A.
Yuma Valley
Yuma Valley is a fertile agricultural region in southwestern Arizona known for its extensive irrigated farmlands and year-round crop production.
-
B.
Gila River region
chosen
The Gila River region is a historically significant area of the Sonoran Desert in present-day Arizona, centered around the Gila River and long inhabited and cultivated by the Pima (Akimel O’odham) people.
-
C.
Gila River
The Gila River is a major waterway in the southwestern United States that flows through New Mexico and Arizona before joining the Colorado River.
-
D.
Agua Fria River
The Agua Fria River is a seasonal waterway in central Arizona that flows south through desert and riparian habitats before joining the Gila River near Phoenix.
-
E.
Eldorado Valley
Eldorado Valley is a desert valley in southern Nevada known for its arid landscape, proximity to the Eldorado Mountains, and role as a corridor between the Las Vegas area and the Colorado River.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563727cc819086b5c18b655dd7f6 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00179d63688190bda2758ed4b4e4df |
completed | May 10, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_6a001a35b43081909b44a22798b1ef1b |
completed | May 10, 2026, 5:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a001a93530c81908cb4180d9ebe9850 |
completed | May 10, 2026, 5:41 a.m. |
Created at: April 10, 2026, 4:51 a.m.