Triple
T10741031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heuston Station |
E253325
|
entity |
| Predicate | hasNearbyStop |
P15438
|
FINISHED |
| Object |
Heuston Luas stop
Heuston Luas stop is a light rail station on Dublin’s Luas Red Line serving the major intercity rail hub at Heuston Station.
|
E883782
|
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: Heuston Luas stop | Statement: [Heuston Station, hasNearbyStop, Heuston Luas stop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heuston Luas stop Context triple: [Heuston Station, hasNearbyStop, Heuston Luas stop]
-
A.
Gormley GO Station
Gormley GO Station is a commuter rail station in Richmond Hill, Ontario, serving passengers on GO Transit's Richmond Hill line into downtown Toronto.
-
B.
Ashtown Station
Ashtown Station is a suburban railway station in Dublin, Ireland, serving the Ashtown area and providing commuter access to the city and nearby amenities.
-
C.
Dún Laoghaire railway station
Dún Laoghaire railway station is a coastal suburban rail station in Dún Laoghaire, County Dublin, serving as a key stop on Dublin’s DART and commuter rail network.
-
D.
Sandymount railway station
Sandymount railway station is a suburban rail stop on Dublin’s DART network serving the Sandymount area in south Dublin, Ireland.
-
E.
Malahide railway station
Malahide railway station is a suburban rail station in Malahide, County Dublin, Ireland, serving as a terminus for DART and commuter services on the northern line.
- 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: Heuston Luas stop Triple: [Heuston Station, hasNearbyStop, Heuston Luas stop]
Generated description
Heuston Luas stop is a light rail station on Dublin’s Luas Red Line serving the major intercity rail hub at Heuston Station.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heuston Luas stop Target entity description: Heuston Luas stop is a light rail station on Dublin’s Luas Red Line serving the major intercity rail hub at Heuston Station.
-
A.
Gormley GO Station
Gormley GO Station is a commuter rail station in Richmond Hill, Ontario, serving passengers on GO Transit's Richmond Hill line into downtown Toronto.
-
B.
Ashtown Station
Ashtown Station is a suburban railway station in Dublin, Ireland, serving the Ashtown area and providing commuter access to the city and nearby amenities.
-
C.
Dún Laoghaire railway station
Dún Laoghaire railway station is a coastal suburban rail station in Dún Laoghaire, County Dublin, serving as a key stop on Dublin’s DART and commuter rail network.
-
D.
Sandymount railway station
Sandymount railway station is a suburban rail stop on Dublin’s DART network serving the Sandymount area in south Dublin, Ireland.
-
E.
Malahide railway station
Malahide railway station is a suburban rail station in Malahide, County Dublin, Ireland, serving as a terminus for DART and commuter services on the northern line.
- 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_69d6aa5e51e8819095f06881cecf152e |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d7104446288190800253f8b652f710 |
completed | April 9, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de22fc13b0819098caf88328397053 |
completed | April 14, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69de271e2698819093bba748a0a0db5d |
completed | April 14, 2026, 11:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69de2cdd79608190bad8045939556bc7 |
completed | April 14, 2026, 12:02 p.m. |
Created at: April 8, 2026, 9:15 p.m.