Triple
T3879103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al-Ramadi |
E92576
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Highway 10 (Iraq)
Highway 10 (Iraq) is a major roadway in western Iraq that serves as a key transport corridor linking cities like Al-Ramadi toward the Syrian and Jordanian borders.
|
E395658
|
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: Highway 10 (Iraq) | Statement: [Al-Ramadi, roadConnection, Highway 10 (Iraq)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Highway 10 (Iraq) Context triple: [Al-Ramadi, roadConnection, Highway 10 (Iraq)]
-
A.
Baghdad–Karbala highway
The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
-
B.
M10 highway
The M10 highway is a major Russian federal road that connects Moscow and Saint Petersburg, passing through cities such as Tver.
-
C.
Medina–Yanbu highway
The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
-
D.
N-95 (Swat) highway
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
-
E.
A10 road
The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.
- 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: Highway 10 (Iraq) Triple: [Al-Ramadi, roadConnection, Highway 10 (Iraq)]
Generated description
Highway 10 (Iraq) is a major roadway in western Iraq that serves as a key transport corridor linking cities like Al-Ramadi toward the Syrian and Jordanian borders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Highway 10 (Iraq) Target entity description: Highway 10 (Iraq) is a major roadway in western Iraq that serves as a key transport corridor linking cities like Al-Ramadi toward the Syrian and Jordanian borders.
-
A.
Baghdad–Karbala highway
The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
-
B.
M10 highway
The M10 highway is a major Russian federal road that connects Moscow and Saint Petersburg, passing through cities such as Tver.
-
C.
Medina–Yanbu highway
The Medina–Yanbu highway is a major roadway in western Saudi Arabia that links the inland holy city of Medina with the Red Sea port city of Yanbu, facilitating regional travel and trade.
-
D.
N-95 (Swat) highway
N-95 (Swat) Highway is a major roadway in Pakistan’s Swat Valley that connects key towns and facilitates regional travel and trade.
-
E.
A10 road
The A10 road is a major north–south route in England that runs from London through Hertfordshire and beyond, connecting several towns and cities along its length.
- 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_69aed967448c819086c4b358d37b25aa |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec7438808190b6c90fcb3000ebe9 |
completed | March 9, 2026, 3:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51253da2081908689f06975fb4db1 |
completed | March 14, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69b5132715888190bc5ba6182965e813 |
completed | March 14, 2026, 7:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b513b11dcc8190a2c2e3f27b4cf25e |
completed | March 14, 2026, 7:52 a.m. |
Created at: March 9, 2026, 3:20 p.m.