Triple

T23381132
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Nebraska E593747 entity
Predicate includesCity P3207 FINISHED
Object Imperial
Imperial is a small rural city in southwestern Nebraska that serves as a local agricultural and community hub.
 E1584790 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: Imperial | Statement: [Southwestern Nebraska, includesCity, Imperial]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Imperial
Context triple: [Southwestern Nebraska, includesCity, Imperial]
  • A. Imperial
    Imperial is a sprawling nonfiction work by William T. Vollmann that examines the history, politics, economy, and human cost of the U.S.–Mexico border region centered on California’s Imperial Valley.
  • B. Imperial
    Imperial is the abbreviated name of Imperial Logistics, a major logistics and supply chain management company operating across multiple regions.
  • C. Imperial
    Imperial is a coastal town in Peru’s Cañete Province known as a commercial and service hub for the surrounding agricultural region.
  • D. Imperial
    Imperial was Chrysler’s luxury automobile marque, created to compete with high-end brands like Cadillac and Lincoln in the American premium car market.
  • E. Imperial
    Imperial is a critically acclaimed 2016 studio album by American rapper Denzel Curry that showcases his aggressive delivery, political themes, and dark, experimental production.
  • 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: Imperial
Triple: [Southwestern Nebraska, includesCity, Imperial]
Generated description
Imperial is a small rural city in southwestern Nebraska that serves as a local agricultural and community hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Imperial
Target entity description: Imperial is a small rural city in southwestern Nebraska that serves as a local agricultural and community hub.
  • A. Imperial
    Imperial is a sprawling nonfiction work by William T. Vollmann that examines the history, politics, economy, and human cost of the U.S.–Mexico border region centered on California’s Imperial Valley.
  • B. Imperial
    Imperial is a coastal town in Peru’s Cañete Province known as a commercial and service hub for the surrounding agricultural region.
  • C. Imperial
    Imperial was Chrysler’s luxury automobile marque, created to compete with high-end brands like Cadillac and Lincoln in the American premium car market.
  • D. Imperial
    Imperial is a critically acclaimed 2016 studio album by American rapper Denzel Curry that showcases his aggressive delivery, political themes, and dark, experimental production.
  • E. Imperial
    Imperial is the abbreviated name of Imperial Logistics, a major logistics and supply chain management company operating across multiple regions.
  • 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_69e25d268a50819095f2fd479da8ef3f completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a3b7eff48190be126df2211b4c85 completed April 29, 2026, 6:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5de3eecc8190be3899c9e3891c1c completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c61ecbf288190b8a8567e3f049b10 completed May 19, 2026, 1:13 p.m.
NED2 Entity disambiguation (via description) batch_6a0c624ac9b88190aa025df3744b7f8a completed May 19, 2026, 1:14 p.m.
Created at: April 17, 2026, 5:34 p.m.