Triple
T21710570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beirut Port Authority |
E535890
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Lebanese Ministry of Public Works and Transport |
—
|
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: Lebanese Ministry of Public Works and Transport | Statement: [Beirut Port Authority, associatedWith, Lebanese Ministry of Public Works and Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lebanese Ministry of Public Works and Transport Context triple: [Beirut Port Authority, associatedWith, Lebanese Ministry of Public Works and Transport]
-
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.
Beirut Port Authority
Beirut Port Authority is the governmental body responsible for managing, regulating, and overseeing operations at Lebanon’s principal maritime gateway, the Port of Beirut.
-
D.
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.
-
E.
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.
- 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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efb5333c8481909d729fb3bc3c9bc5 |
completed | April 27, 2026, 7:12 p.m. |
Created at: April 16, 2026, 6:46 p.m.