Triple
T21557867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rayak |
E531939
|
entity |
| Predicate | hasRailwayJunction |
P918
|
FINISHED |
| Object |
Rayak railway junction
Rayak railway junction is a historic rail hub in Rayak, Lebanon, that once served as a key node on the former Beirut–Damascus railway network.
|
E1490286
|
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: Rayak railway junction | Statement: [Rayak, hasRailwayJunction, Rayak railway junction]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rayak railway junction Context triple: [Rayak, hasRailwayJunction, Rayak railway junction]
-
A.
Senaki railway junction
Senaki railway junction is a key rail transport hub in western Georgia that connects major regional and national railway lines.
-
B.
Londa Junction
Londa Junction is a key railway station in Karnataka, India, serving as an important rail hub and gateway between the coastal Konkan region and the inland Deccan plateau.
-
C.
Palakkad Junction
Palakkad Junction is a key railway station in Kerala, India, serving as an important transit and connectivity hub for passenger and freight trains in the region.
-
D.
Eleko Junction
Eleko Junction is a key road intersection along the Lekki–Epe Expressway in Lagos State, Nigeria, serving as an access point to nearby coastal communities and developments.
-
E.
Georgemas Junction
Georgemas Junction is a rural railway station in Caithness, Scotland, acting as a key interchange point on the Far North Line for services to Thurso and Wick.
- 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: Rayak railway junction Triple: [Rayak, hasRailwayJunction, Rayak railway junction]
Generated description
Rayak railway junction is a historic rail hub in Rayak, Lebanon, that once served as a key node on the former Beirut–Damascus railway network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rayak railway junction Target entity description: Rayak railway junction is a historic rail hub in Rayak, Lebanon, that once served as a key node on the former Beirut–Damascus railway network.
-
A.
Senaki railway junction
Senaki railway junction is a key rail transport hub in western Georgia that connects major regional and national railway lines.
-
B.
Londa Junction
Londa Junction is a key railway station in Karnataka, India, serving as an important rail hub and gateway between the coastal Konkan region and the inland Deccan plateau.
-
C.
Palakkad Junction
Palakkad Junction is a key railway station in Kerala, India, serving as an important transit and connectivity hub for passenger and freight trains in the region.
-
D.
Eleko Junction
Eleko Junction is a key road intersection along the Lekki–Epe Expressway in Lagos State, Nigeria, serving as an access point to nearby coastal communities and developments.
-
E.
Georgemas Junction
Georgemas Junction is a rural railway station in Caithness, Scotland, acting as a key interchange point on the Far North Line for services to Thurso and Wick.
- 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_69e0c460232c81908de2c3819d17c00e |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eed2e14af88190bc70b4d0f3453aac |
completed | April 27, 2026, 3:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09eee9792c8190b3365aeaafd03275 |
completed | May 17, 2026, 4:38 p.m. |
| NEDg | Description generation | batch_6a09f02630f881908b2652f71400a849 |
completed | May 17, 2026, 4:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f0913ce4819097a996528a5f67ab |
completed | May 17, 2026, 4:45 p.m. |
Created at: April 16, 2026, 6:29 p.m.