Triple
T21558335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lebanese highway network |
E531949
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object | Ministry of Public Works and Transport of Lebanon |
—
|
NE NERFINISHED |
How this triple was built (2 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: Ministry of Public Works and Transport of Lebanon | Statement: [Lebanese highway network, managedBy, Ministry of Public Works and Transport of Lebanon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Public Works and Transport of Lebanon Context triple: [Lebanese highway network, managedBy, Ministry of Public Works and Transport of Lebanon]
-
A.
Ministry of Public Works and Transport (Lebanon)
chosen
The Ministry of Public Works and Transport (Lebanon) is the Lebanese government ministry responsible for national infrastructure, including public works, transportation networks, and related regulatory oversight.
-
B.
Ministry of Interior and Municipalities of Lebanon
The Ministry of Interior and Municipalities of Lebanon is the government body responsible for internal security, administration, and oversight of local municipalities across the country.
-
C.
Ministry of Transport of Syria
The Ministry of Transport of Syria is the government body responsible for overseeing and regulating the country’s transportation sectors, including aviation, roads, railways, and maritime transport.
-
D.
Ministry of Transport (Jordan)
The Ministry of Transport (Jordan) is the national government body responsible for planning, regulating, and overseeing Jordan’s transportation systems and infrastructure, including roads, public transit, aviation, and maritime sectors.
-
E.
Ministry of Transport of Tunisia
The Ministry of Transport of Tunisia is the national government body responsible for formulating and implementing Tunisia’s transport policies and overseeing sectors such as civil aviation, maritime transport, and land transportation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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. |
Created at: April 16, 2026, 6:29 p.m.