Triple
T534971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haifa |
E12305
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Haifa Bat Galim railway station
Haifa Bat Galim railway station is a major coastal rail station in Haifa, Israel, serving as an important hub for intercity and regional train services.
|
E68339
|
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: Haifa Bat Galim railway station | Statement: [Haifa, hasTransportation, Haifa Bat Galim railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haifa Bat Galim railway station Context triple: [Haifa, hasTransportation, Haifa Bat Galim railway station]
-
A.
Haifa Center HaShmona railway station
Haifa Center HaShmona railway station is a major central train station in Haifa, Israel, serving as a key hub for intercity and regional rail services along the country’s coastal line.
-
B.
Haifa–Carmel Beach railway station
Haifa–Carmel Beach railway station is a coastal train station in Haifa, Israel, serving as a key passenger hub near the city’s southern beaches and major roadways.
-
C.
Tel HaShomer
Tel HaShomer is a neighborhood in Ramat Gan, Israel, best known for its major military base and large government-run hospital complex.
-
D.
Giza railway station
Giza railway station is a major rail hub in the city of Giza, Egypt, serving as a key stop on national and regional train routes, including those connecting to Cairo and Upper Egypt.
-
E.
Haifa Airport
Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
- 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: Haifa Bat Galim railway station Triple: [Haifa, hasTransportation, Haifa Bat Galim railway station]
Generated description
Haifa Bat Galim railway station is a major coastal rail station in Haifa, Israel, serving as an important hub for intercity and regional train services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Haifa Bat Galim railway station Target entity description: Haifa Bat Galim railway station is a major coastal rail station in Haifa, Israel, serving as an important hub for intercity and regional train services.
-
A.
Haifa Center HaShmona railway station
Haifa Center HaShmona railway station is a major central train station in Haifa, Israel, serving as a key hub for intercity and regional rail services along the country’s coastal line.
-
B.
Haifa–Carmel Beach railway station
Haifa–Carmel Beach railway station is a coastal train station in Haifa, Israel, serving as a key passenger hub near the city’s southern beaches and major roadways.
-
C.
Tel HaShomer
Tel HaShomer is a neighborhood in Ramat Gan, Israel, best known for its major military base and large government-run hospital complex.
-
D.
Giza railway station
Giza railway station is a major rail hub in the city of Giza, Egypt, serving as a key stop on national and regional train routes, including those connecting to Cairo and Upper Egypt.
-
E.
Haifa Airport
Haifa Airport is a small international airport in northern Israel serving domestic flights and limited regional routes for the city of Haifa.
- 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_69a4933208e88190891f5debab1b776d |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a496d904408190a2ed16c839017623 |
completed | March 1, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4d0403b248190a94b44b6073c500b |
completed | March 1, 2026, 11:48 p.m. |
| NEDg | Description generation | batch_69a4d0aefa00819087320c7df48d8998 |
completed | March 1, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4d130c6f081909b628aeafd2fc319 |
completed | March 1, 2026, 11:52 p.m. |
Created at: March 1, 2026, 7:32 p.m.