Triple
T14548516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doha Expressway projects |
E341351
|
entity |
| Predicate | managedBy |
P86
|
FINISHED |
| Object |
Public Works Authority Ashghal
Public Works Authority Ashghal is Qatar’s central government agency responsible for planning, designing, constructing, and managing the country’s major public infrastructure and road networks.
|
E1105298
|
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: Public Works Authority Ashghal | Statement: [Doha Expressway projects, managedBy, Public Works Authority Ashghal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Works Authority Ashghal Context triple: [Doha Expressway projects, managedBy, Public Works Authority Ashghal]
-
A.
King Fahd Causeway Authority
The King Fahd Causeway Authority is the binational governmental body responsible for managing, operating, and overseeing the cross-sea causeway linking Saudi Arabia and Bahrain.
-
B.
Diriyah Gate Development Authority
Diriyah Gate Development Authority is a Saudi government entity responsible for planning and overseeing the transformation of the historic Diriyah area into a major cultural and tourism destination.
-
C.
Infrastructure and Projects Authority
The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
-
D.
Galiyat Development Authority
Galiyat Development Authority is a regional government body responsible for planning, regulating, and promoting tourism and development in the Galiyat hill areas of Pakistan.
-
E.
Al Habtoor Engineering
Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
- 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: Public Works Authority Ashghal Triple: [Doha Expressway projects, managedBy, Public Works Authority Ashghal]
Generated description
Public Works Authority Ashghal is Qatar’s central government agency responsible for planning, designing, constructing, and managing the country’s major public infrastructure and road networks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Public Works Authority Ashghal Target entity description: Public Works Authority Ashghal is Qatar’s central government agency responsible for planning, designing, constructing, and managing the country’s major public infrastructure and road networks.
-
A.
King Fahd Causeway Authority
The King Fahd Causeway Authority is the binational governmental body responsible for managing, operating, and overseeing the cross-sea causeway linking Saudi Arabia and Bahrain.
-
B.
Diriyah Gate Development Authority
Diriyah Gate Development Authority is a Saudi government entity responsible for planning and overseeing the transformation of the historic Diriyah area into a major cultural and tourism destination.
-
C.
Infrastructure and Projects Authority
The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
-
D.
Galiyat Development Authority
Galiyat Development Authority is a regional government body responsible for planning, regulating, and promoting tourism and development in the Galiyat hill areas of Pakistan.
-
E.
Al Habtoor Engineering
Al Habtoor Engineering is a major UAE-based construction company known for delivering large-scale, high-profile projects in Dubai and the wider region.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2ed2b4c8190945bd26531c71f1f |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd7a6344b08190a3c1124c6dd7da96 |
completed | May 8, 2026, 5:53 a.m. |
| NEDg | Description generation | batch_69fd7cede0548190a3712a773982300b |
completed | May 8, 2026, 6:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd7e915db88190af076e979207a458 |
completed | May 8, 2026, 6:11 a.m. |
Created at: April 10, 2026, 1:23 a.m.