Triple
T13071544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jipijapa |
E329466
|
entity |
| Predicate | transportConnection |
P1298
|
FINISHED |
| Object |
connected by road to Portoviejo
Jipijapa is a town in coastal Ecuador’s Manabí Province known historically for agriculture and its association with Panama hat production.
|
E1020490
|
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: connected by road to Portoviejo | Statement: [Jipijapa, transportConnection, connected by road to Portoviejo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: connected by road to Portoviejo Context triple: [Jipijapa, transportConnection, connected by road to Portoviejo]
-
A.
Pasto–Ipiales road corridor
The Pasto–Ipiales road corridor is a major highway link in southwestern Colombia that connects the city of Pasto with the border city of Ipiales, serving as a key route for regional and international trade and travel toward Ecuador.
-
B.
Pan-American Highway corridor in central Ecuador
The Pan-American Highway corridor in central Ecuador is a major north–south transportation route that links key Andean towns and cities, facilitating regional trade and travel across the country.
-
C.
road links to Ibagué
Road links to Ibagué refers to the highway connection that provides ground transportation between the town of Chaparral and the city of Ibagué in Colombia.
-
D.
connected by road to Querétaro
Querétaro is a major historic city and economic hub in central Mexico, known for its well-preserved colonial architecture and strategic location on key regional road networks.
-
E.
Villavicencio–Bogotá highway
The Villavicencio–Bogotá highway is a major roadway in Colombia that connects the capital city Bogotá with the eastern plains region around Villavicencio, serving as a key route for commerce and travel between the Andes and the Llanos.
- 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: connected by road to Portoviejo Triple: [Jipijapa, transportConnection, connected by road to Portoviejo]
Generated description
Jipijapa is a town in coastal Ecuador’s Manabí Province known historically for agriculture and its association with Panama hat production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: connected by road to Portoviejo Target entity description: Jipijapa is a town in coastal Ecuador’s Manabí Province known historically for agriculture and its association with Panama hat production.
-
A.
Pasto–Ipiales road corridor
The Pasto–Ipiales road corridor is a major highway link in southwestern Colombia that connects the city of Pasto with the border city of Ipiales, serving as a key route for regional and international trade and travel toward Ecuador.
-
B.
Pan-American Highway corridor in central Ecuador
The Pan-American Highway corridor in central Ecuador is a major north–south transportation route that links key Andean towns and cities, facilitating regional trade and travel across the country.
-
C.
road links to Ibagué
Road links to Ibagué refers to the highway connection that provides ground transportation between the town of Chaparral and the city of Ibagué in Colombia.
-
D.
connected by road to Querétaro
Querétaro is a major historic city and economic hub in central Mexico, known for its well-preserved colonial architecture and strategic location on key regional road networks.
-
E.
Villavicencio–Bogotá highway
The Villavicencio–Bogotá highway is a major roadway in Colombia that connects the capital city Bogotá with the eastern plains region around Villavicencio, serving as a key route for commerce and travel between the Andes and the Llanos.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ee6130819095d835e7ff6a8c5b |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d60510dc81909e0cba8b63a50d9c |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6dbb4b8848190825102be81ff693a |
completed | May 3, 2026, 5:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6dc705f28819087e5d374f83d3acc |
completed | May 3, 2026, 5:26 a.m. |
Created at: April 9, 2026, 9 p.m.