Triple
T18472792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nam Ngum 2 Dam |
E451342
|
entity |
| Predicate | constructionCompany |
P63332
|
FINISHED |
| Object |
Italian-Thai Development
Italian-Thai Development is a major Thai construction and engineering company known for undertaking large-scale infrastructure and dam projects across Southeast Asia.
|
E1326370
|
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: Italian-Thai Development | Statement: [Nam Ngum 2 Dam, constructionCompany, Italian-Thai Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Italian-Thai Development Context triple: [Nam Ngum 2 Dam, constructionCompany, Italian-Thai Development]
-
A.
Nueva Italia
Nueva Italia is a town in Paraguay’s Central Department known primarily as a small agricultural and residential community near the capital region.
-
B.
Spanish Italy
Spanish Italy refers to the collection of Italian territories under Spanish Habsburg rule, including regions such as Naples, Sicily, Milan, and Sardinia, that were central to Spain’s European power in the early modern period.
-
C.
Italo-Albanesi
Italo-Albanesi is the Italian term for the Arbëreshë, a historic Albanian ethnic minority in Italy known for preserving their distinct language, Byzantine rite, and cultural traditions.
-
D.
Euroitalia
Euroitalia is an Italian fragrance and cosmetics company known for producing and distributing designer perfumes under license for major fashion brands.
-
E.
Italian Court
The Italian Court is a historic royal mint and former residence of Bohemian kings in Kutná Hora, Czech Republic, now serving as a museum and cultural landmark.
- 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: Italian-Thai Development Triple: [Nam Ngum 2 Dam, constructionCompany, Italian-Thai Development]
Generated description
Italian-Thai Development is a major Thai construction and engineering company known for undertaking large-scale infrastructure and dam projects across Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Italian-Thai Development Target entity description: Italian-Thai Development is a major Thai construction and engineering company known for undertaking large-scale infrastructure and dam projects across Southeast Asia.
-
A.
Nueva Italia
Nueva Italia is a town in Paraguay’s Central Department known primarily as a small agricultural and residential community near the capital region.
-
B.
Spanish Italy
Spanish Italy refers to the collection of Italian territories under Spanish Habsburg rule, including regions such as Naples, Sicily, Milan, and Sardinia, that were central to Spain’s European power in the early modern period.
-
C.
Italo-Albanesi
Italo-Albanesi is the Italian term for the Arbëreshë, a historic Albanian ethnic minority in Italy known for preserving their distinct language, Byzantine rite, and cultural traditions.
-
D.
Euroitalia
Euroitalia is an Italian fragrance and cosmetics company known for producing and distributing designer perfumes under license for major fashion brands.
-
E.
Italian Court
The Italian Court is a historic royal mint and former residence of Bohemian kings in Kutná Hora, Czech Republic, now serving as a museum and cultural landmark.
- 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_69d8d38465a0819099b9b42d2a662ac1 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e530617e48819091240d4405e53aaa |
completed | April 19, 2026, 7:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f29097881909bacb0df4ec9d307 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a04407a51608190ba78d2c5337dd13f |
completed | May 13, 2026, 9:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04412ce3d481909044236be107de8d |
completed | May 13, 2026, 9:15 a.m. |
Created at: April 10, 2026, 11:34 a.m.