Triple
T7866291
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philip Drucker |
E182622
|
entity |
| Predicate | ethnicGroupStudied |
P18968
|
FINISHED |
| Object |
Mesoamerican peoples
Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
|
E701051
|
NE FINISHED |
How this triple was built (5 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: Mesoamerican peoples | Statement: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mesoamerican peoples Context triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
-
A.
Maya peoples
The Maya peoples are a diverse group of Indigenous Mesoamerican communities known for their advanced pre-Columbian civilizations, including achievements in writing, astronomy, mathematics, and monumental architecture, who continue to inhabit regions of Mexico and Central America today.
-
B.
Mixtec civilization
The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
-
C.
indigenous peoples of Mexico
The indigenous peoples of Mexico are the diverse original inhabitants of the region, encompassing numerous distinct cultures, languages, and traditions that long predate Spanish colonization.
-
D.
Chichimeca peoples
The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
-
E.
Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
- 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: Mesoamerican peoples Triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
Generated description
Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mesoamerican peoples Target entity description: Mesoamerican peoples are the diverse indigenous civilizations of pre-Columbian Central America and southern Mexico, known for advanced agriculture, monumental architecture, complex writing systems, and rich religious and artistic traditions.
-
A.
Maya peoples
The Maya peoples are a diverse group of Indigenous Mesoamerican communities known for their advanced pre-Columbian civilizations, including achievements in writing, astronomy, mathematics, and monumental architecture, who continue to inhabit regions of Mexico and Central America today.
-
B.
Mixtec civilization
The Mixtec civilization was a pre-Columbian Mesoamerican culture renowned for its sophisticated metallurgy, intricate codices, and powerful city-states in what is now Oaxaca, Mexico.
-
C.
indigenous peoples of Mexico
The indigenous peoples of Mexico are the diverse original inhabitants of the region, encompassing numerous distinct cultures, languages, and traditions that long predate Spanish colonization.
-
D.
Chichimeca peoples
The Chichimeca peoples were a diverse group of semi-nomadic indigenous cultures of northern Mexico known for their hunting-gathering lifestyle and resistance to Mesoamerican and later Spanish expansion.
-
E.
Totonac
Totonac is an indigenous language family of eastern Mexico, traditionally spoken by the Totonac people primarily in the states of Veracruz and Puebla.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: ethnicGroupStudied Context triple: [Philip Drucker, ethnicGroupStudied, Mesoamerican peoples]
-
A.
ethnicGroupResearched
chosen
Indicates that a particular ethnic group is the subject or focus of a research activity or study conducted by an entity.
-
B.
ethnicGroupOfCountry
Indicates that a particular ethnic group is associated with, or forms part of the population of, a given country.
-
C.
ethnolinguisticGroups
Indicates a relationship where groups are categorized or associated based on shared ethnic and linguistic characteristics.
-
D.
otherEthnicGroup
Indicates that one entity belongs to a different ethnic group than the other entity.
-
E.
dominantEthnicGroups
Indicates that the specified ethnic groups hold primary demographic, cultural, or political prominence within a given region or population.
- F. None of above.
Provenance (6 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_69ca82894d9081908a832bfce71a4714 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3844eacc81908f8e1e5fc4dafec8 |
completed | March 31, 2026, 2:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b5908a88190bc00f0d6dbde0b58 |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762fda2c81908ed508e12cabb938 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbbf706e888190bfd08d9d78945c49 |
completed | March 31, 2026, 12:34 p.m. |
| PD | Predicate disambiguation | batch_69cae925ca388190ae4a01fa76e957e8 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 4:54 p.m.