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.