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.