Triple
T2271566
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | State of Chiapas |
E50669
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Tapachula
Tapachula is a major city in southern Mexico near the Guatemalan border, known as a key commercial and migration hub in the state of Chiapas.
|
E283182
|
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: Tapachula | Statement: [State of Chiapas, containsCity, Tapachula]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tapachula Context triple: [State of Chiapas, containsCity, Tapachula]
-
A.
Tuxtepec
Tuxtepec is a major commercial and industrial city in northern Oaxaca, Mexico, known for its agricultural production and strategic location near the Papaloapan River.
-
B.
San Cristóbal de las Casas
San Cristóbal de las Casas is a historic highland city in the Mexican state of Chiapas, renowned for its well-preserved colonial architecture, indigenous culture, and role as a cultural and political center in southern Mexico.
-
C.
Tuxtla Gutiérrez
Tuxtla Gutiérrez is the capital and largest city of the Mexican state of Chiapas, known as a regional political, economic, and transportation hub.
-
D.
Tulancingo
Tulancingo is a historic city in central Mexico known for its colonial architecture, regional commerce, and cultural traditions within the state of Hidalgo.
-
E.
Tepic
Tepic is the capital city of the Mexican state of Nayarit, known as a regional commercial and transportation hub in western Mexico.
- 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: Tapachula Triple: [State of Chiapas, containsCity, Tapachula]
Generated description
Tapachula is a major city in southern Mexico near the Guatemalan border, known as a key commercial and migration hub in the state of Chiapas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tapachula Target entity description: Tapachula is a major city in southern Mexico near the Guatemalan border, known as a key commercial and migration hub in the state of Chiapas.
-
A.
Tuxtepec
Tuxtepec is a major commercial and industrial city in northern Oaxaca, Mexico, known for its agricultural production and strategic location near the Papaloapan River.
-
B.
San Cristóbal de las Casas
San Cristóbal de las Casas is a historic highland city in the Mexican state of Chiapas, renowned for its well-preserved colonial architecture, indigenous culture, and role as a cultural and political center in southern Mexico.
-
C.
Tuxtla Gutiérrez
Tuxtla Gutiérrez is the capital and largest city of the Mexican state of Chiapas, known as a regional political, economic, and transportation hub.
-
D.
Tulancingo
Tulancingo is a historic city in central Mexico known for its colonial architecture, regional commerce, and cultural traditions within the state of Hidalgo.
-
E.
Tepic
Tepic is the capital city of the Mexican state of Nayarit, known as a regional commercial and transportation hub in western Mexico.
- 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_69a88b05910c8190a9a2b1ff230c85f9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc1c0de488190876b644cdaa41637 |
completed | March 7, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af9056833081908dc3a8c74f4fd4c0 |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af91867170819090d866424bdb88ee |
completed | March 10, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af91f9e1208190aa149c9afc84911c |
completed | March 10, 2026, 3:37 a.m. |
Created at: March 4, 2026, 7:48 p.m.