Triple
T16951318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Mam |
E411185
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object | Department of Huehuetenango |
E397800
|
NE FINISHED |
How this triple was built (2 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: Department of Huehuetenango | Statement: [Central Mam, spokenIn, Department of Huehuetenango]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Huehuetenango Context triple: [Central Mam, spokenIn, Department of Huehuetenango]
-
A.
Huehuetenango Department
chosen
Huehuetenango Department is a highland region in western Guatemala known for its rugged mountains, indigenous Maya communities, and renowned coffee production.
-
B.
Baja Verapaz Department
Baja Verapaz Department is a central Guatemalan region known for its mountainous terrain, cloud forests, and significant Indigenous Maya communities.
-
C.
Alta Verapaz Department
Alta Verapaz Department is a mountainous, predominantly indigenous region in central Guatemala known for its lush cloud forests, coffee production, and ecotourism sites such as Semuc Champey.
-
D.
Department of Chontales
The Department of Chontales is an administrative region in central Nicaragua known for its cattle ranching, agriculture, and capital city Juigalpa.
-
E.
department of Quetzaltenango
The department of Quetzaltenango is a highland region in western Guatemala known for its major city Quetzaltenango (Xela), rich Mayan heritage, and significant indigenous Kʼicheʼ population.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cfb6e5fc8190b1bd3ad1c2773685 |
completed | April 18, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46213b08190b33b48d12bc795d1 |
completed | May 10, 2026, 6:54 p.m. |
Created at: April 10, 2026, 5:31 a.m.