Triple
T534970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haifa |
E12305
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
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.
|
E66946
|
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 Center HaShmona railway station | Statement: [Haifa, hasTransportation, Haifa Center HaShmona railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haifa Center HaShmona railway station Context triple: [Haifa, hasTransportation, Haifa Center HaShmona railway station]
-
A.
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.
-
B.
Tel HaShomer
Tel HaShomer is a neighborhood in Ramat Gan, Israel, best known for its major military base and large government-run hospital complex.
-
C.
Yokneam Illit
Yokneam Illit is a city in northern Israel known for its high-tech industrial parks and rapid development from a small town into a regional technology hub.
-
D.
Herzliya
Herzliya is a coastal city in central Israel known as a high-tech and academic hub, home to major technology companies and institutions.
-
E.
Bat Yam
Bat Yam is a coastal city in central Israel, located just south of Tel Aviv along the Mediterranean Sea.
- 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 Center HaShmona railway station Triple: [Haifa, hasTransportation, Haifa Center HaShmona railway station]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Haifa Center HaShmona railway station Target entity description: 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.
-
A.
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.
-
B.
Tel HaShomer
Tel HaShomer is a neighborhood in Ramat Gan, Israel, best known for its major military base and large government-run hospital complex.
-
C.
Yokneam Illit
Yokneam Illit is a city in northern Israel known for its high-tech industrial parks and rapid development from a small town into a regional technology hub.
-
D.
Herzliya
Herzliya is a coastal city in central Israel known as a high-tech and academic hub, home to major technology companies and institutions.
-
E.
Bat Yam
Bat Yam is a coastal city in central Israel, located just south of Tel Aviv along the Mediterranean Sea.
- 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_69a4c030883081909c8f32b7af85f8a6 |
completed | March 1, 2026, 10:39 p.m. |
| NEDg | Description generation | batch_69a4c1e5e59c8190990acfff39566536 |
completed | March 1, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4c26757c081908e8521968517d50c |
completed | March 1, 2026, 10:49 p.m. |
Created at: March 1, 2026, 7:32 p.m.