Triple
T21710011
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matlatzinca people |
E535876
|
entity |
| Predicate | preColumbianPresence |
P121256
|
FINISHED |
| Object | Valley of Toluca |
—
|
NE NERFINISHED |
How this triple was built (3 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: Valley of Toluca | Statement: [Matlatzinca people, preColumbianPresence, Valley of Toluca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valley of Toluca Context triple: [Matlatzinca people, preColumbianPresence, Valley of Toluca]
-
A.
Valle de Toluca
chosen
Valle de Toluca is a highland valley in central Mexico known as a historical and cultural heartland for several indigenous groups and now encompassing the city of Toluca and its surrounding region.
-
B.
Chalco Valley
Chalco Valley is a highland basin in central Mexico that once contained Lake Chalco and formed part of the broader Valley of Mexico, supporting pre-Hispanic agricultural and urban settlements.
-
C.
Tlacolula Valley
Tlacolula Valley is an eastern subregion of Oaxaca’s central valley in southern Mexico, known for its traditional Zapotec communities, vibrant markets, and important archaeological sites such as Yagul and Mitla.
-
D.
Malinalco Valley
Malinalco Valley is a scenic valley in central Mexico known for its dramatic mountainous landscape, pre-Hispanic archaeological sites, and picturesque colonial town of Malinalco.
-
E.
Valle de Atlixco
Valle de Atlixco is a fertile valley region in the state of Puebla, Mexico, known for its mild climate, flower cultivation, and agricultural productivity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: preColumbianPresence Context triple: [Matlatzinca people, preColumbianPresence, Valley of Toluca]
-
A.
preColumbianUse
Indicates that something was used or utilized during the period before European (Columbian) contact with the Americas.
-
B.
preColumbianFunction
Indicates that something served a particular role or purpose during the pre-Columbian period, before European contact with the Americas.
-
C.
preColumbianCultures
chosen
Indicates that the subject is associated with cultures that existed in the Americas before the arrival of Christopher Columbus.
-
D.
preColumbianContact
Indicates that there was interaction or contact between peoples or cultures before Columbus’s arrival in the Americas.
-
E.
preColumbianSettlement
Indicates that an entity is a human settlement that existed in a region before the arrival of Christopher Columbus and subsequent European contact.
- F. None of above.
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_69e0c46b44c0819088ab883ebd44e0e8 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efb5321d34819091f3cd03f7b407c0 |
completed | April 27, 2026, 7:12 p.m. |
| PD | Predicate disambiguation | batch_69e6969725bc81908e7ad19619ba2688 |
completed | April 20, 2026, 9:11 p.m. |
Created at: April 16, 2026, 6:46 p.m.