Triple

T20537597
Position Surface form Disambiguated ID Type / Status
Subject Southern Pacific GS-3 E504239 entity
Predicate nickname P55 FINISHED
Object GS-3
GS-3 is a class of streamlined 4-8-4 "Northern" type steam locomotives built for the Southern Pacific Railroad in the late 1930s, known for hauling premier passenger trains.
E1437409 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: GS-3 | Statement: [Southern Pacific GS-3, nickname, GS-3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GS-3
Context triple: [Southern Pacific GS-3, nickname, GS-3]
  • A. GS-1
    GS-1 is the entry-level pay grade for federal civilian employees under the U.S. General Schedule pay system, typically covering the least complex and lowest-responsibility positions.
  • B. CSAT (General Studies Paper II)
    CSAT (General Studies Paper II) is an aptitude-based qualifying paper in the Indian civil services preliminary examinations that tests candidates’ comprehension, reasoning, and decision-making skills.
  • C. CSAT
    CSAT is the abbreviated name of the Supreme Council of National Defence, a high-level governmental body responsible for overseeing a nation's security and defense policies.
  • D. GS
    GS is the common abbreviation for United Global Services, United Airlines’ invitation-only elite frequent flyer status for its most valuable customers.
  • E. GS
    GS is the vehicle registration code used on license plates for the district of Goslar in Lower Saxony, Germany.
  • 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: GS-3
Triple: [Southern Pacific GS-3, nickname, GS-3]
Generated description
GS-3 is a class of streamlined 4-8-4 "Northern" type steam locomotives built for the Southern Pacific Railroad in the late 1930s, known for hauling premier passenger trains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GS-3
Target entity description: GS-3 is a class of streamlined 4-8-4 "Northern" type steam locomotives built for the Southern Pacific Railroad in the late 1930s, known for hauling premier passenger trains.
  • A. GS-1
    GS-1 is the entry-level pay grade for federal civilian employees under the U.S. General Schedule pay system, typically covering the least complex and lowest-responsibility positions.
  • B. CSAT (General Studies Paper II)
    CSAT (General Studies Paper II) is an aptitude-based qualifying paper in the Indian civil services preliminary examinations that tests candidates’ comprehension, reasoning, and decision-making skills.
  • C. CSAT
    CSAT is the abbreviated name of the Supreme Council of National Defence, a high-level governmental body responsible for overseeing a nation's security and defense policies.
  • D. GS
    GS is the common abbreviation for United Global Services, United Airlines’ invitation-only elite frequent flyer status for its most valuable customers.
  • E. GS
    GS is the vehicle registration code used on license plates for the district of Goslar in Lower Saxony, Germany.
  • 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_69e6a28f2f1081908f656d790ff182ff 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.