Triple

T20539334
Position Surface form Disambiguated ID Type / Status
Subject EMD GP7 E504282 entity
Predicate nickname P55 FINISHED
Object Geep
Geep is a common railfan nickname for EMD’s versatile and widely used GP-series diesel-electric road switcher locomotives.
 E1437464 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: Geep | Statement: [EMD GP7, nickname, Geep]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geep
Context triple: [EMD GP7, nickname, Geep]
  • A. Gee
    Gee was a World War II-era British radio navigation system that enabled Royal Air Force bombers to determine their position and improve bombing accuracy, especially during night operations.
  • B. Gee
    Gee is the nickname of Al Giardello, a central police lieutenant character from the television series "Homicide: Life on the Street."
  • C. Geech
    Geech is the widely used nickname of Sir Ian McGeechan, the renowned Scottish rugby union coach and former player famed for his association with the British & Irish Lions.
  • D. Ghezo
    Ghezo was a 19th-century king of the West African Kingdom of Dahomey, known for his military campaigns, political reforms, and association with the famed Dahomey Amazons.
  • E. Kandi
    Kandi is an American singer, songwriter, television personality, and businesswoman best known as a member of the R&B group Xscape and a star of The Real Housewives of Atlanta.
  • 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: Geep
Triple: [EMD GP7, nickname, Geep]
Generated description
Geep is a common railfan nickname for EMD’s versatile and widely used GP-series diesel-electric road switcher locomotives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geep
Target entity description: Geep is a common railfan nickname for EMD’s versatile and widely used GP-series diesel-electric road switcher locomotives.
  • A. Gee
    Gee was a World War II-era British radio navigation system that enabled Royal Air Force bombers to determine their position and improve bombing accuracy, especially during night operations.
  • B. Gee
    Gee is the nickname of Al Giardello, a central police lieutenant character from the television series "Homicide: Life on the Street."
  • C. Geech
    Geech is the widely used nickname of Sir Ian McGeechan, the renowned Scottish rugby union coach and former player famed for his association with the British & Irish Lions.
  • D. Ghezo
    Ghezo was a 19th-century king of the West African Kingdom of Dahomey, known for his military campaigns, political reforms, and association with the famed Dahomey Amazons.
  • E. Kandi
    Kandi is an American singer, songwriter, television personality, and businesswoman best known as a member of the R&B group Xscape and a star of The Real Housewives of Atlanta.
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a290bd8c819091988f511fb5820b completed April 20, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a566091c81908f545c6ffac06246 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6fabbf4819081702969a53b2076 completed May 16, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a08a779983881909f1c0354e2054634 completed May 16, 2026, 5:20 p.m.
Created at: April 16, 2026, 11:37 a.m.