Triple
T23296794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Humanes |
E590192
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Humanes railway station
Humanes railway station is a commuter rail stop in Humanes, Spain, serving as part of the Madrid Cercanías suburban rail network.
|
E1581503
|
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: Humanes railway station | Statement: [Humanes, hasRailwayStation, Humanes railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humanes railway station Context triple: [Humanes, hasRailwayStation, Humanes railway station]
-
A.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
B.
Rorschach railway station
Rorschach railway station is a Swiss railway station in the town of Rorschach on the shores of Lake Constance, serving as a regional transport hub with connections to various domestic and cross-border routes.
-
C.
Avion railway station
Avion railway station is a local train station serving the town of Avion in the Pas-de-Calais department of northern France.
-
D.
Torre railway station
Torre railway station is a suburban rail stop serving the Torre area of Torquay in Torbay, Devon, England, on the Riviera Line.
-
E.
Nilai railway station
Nilai railway station is a commuter rail station in Nilai, Negeri Sembilan, Malaysia, serving as a key stop on the KTM Komuter Seremban Line and a transit point for access to nearby educational institutions and Kuala Lumpur International Airport.
- 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: Humanes railway station Triple: [Humanes, hasRailwayStation, Humanes railway station]
Generated description
Humanes railway station is a commuter rail stop in Humanes, Spain, serving as part of the Madrid Cercanías suburban rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humanes railway station Target entity description: Humanes railway station is a commuter rail stop in Humanes, Spain, serving as part of the Madrid Cercanías suburban rail network.
-
A.
Basmane railway station
Basmane railway station is a historic central train terminal in İzmir, Turkey, serving as a major hub for regional and intercity rail services.
-
B.
Rorschach railway station
Rorschach railway station is a Swiss railway station in the town of Rorschach on the shores of Lake Constance, serving as a regional transport hub with connections to various domestic and cross-border routes.
-
C.
Avion railway station
Avion railway station is a local train station serving the town of Avion in the Pas-de-Calais department of northern France.
-
D.
Torre railway station
Torre railway station is a suburban rail stop serving the Torre area of Torquay in Torbay, Devon, England, on the Riviera Line.
-
E.
Nilai railway station
Nilai railway station is a commuter rail station in Nilai, Negeri Sembilan, Malaysia, serving as a key stop on the KTM Komuter Seremban Line and a transit point for access to nearby educational institutions and Kuala Lumpur International Airport.
- 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_69e25d1af9d88190a0b9b5e8fa608618 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196cfc79081909966638cec48cf60 |
completed | April 29, 2026, 5:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c92b3f88190b4149ec072522e49 |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4ef9dcc48190b0c0ca52555f5490 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c506b25ec819084b9522fa827abe7 |
completed | May 19, 2026, 11:58 a.m. |
Created at: April 17, 2026, 5:03 p.m.