Triple

T7107189
Position Surface form Disambiguated ID Type / Status
Subject Classic period (Maya civilization) E165617 entity
Predicate follows P134 FINISHED
Object Preclassic period (Maya civilization)
The Preclassic period of Maya civilization is the formative era, spanning roughly 2000 BCE to 250 CE, during which the Maya developed agriculture, complex societies, monumental architecture, and early writing systems that laid the foundations for their later Classic florescence.
E642530 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: Preclassic period (Maya civilization) | Statement: [Classic period (Maya civilization), follows, Preclassic period (Maya civilization)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Preclassic period (Maya civilization)
Context triple: [Classic period (Maya civilization), follows, Preclassic period (Maya civilization)]
  • A. Classic period in Mesoamerica
    The Classic period in Mesoamerica was a flourishing era (roughly 250–900 CE) marked by the rise of great city-states like Teotihuacan, Tikal, and Palenque, characterized by monumental architecture, complex writing and calendrical systems, and extensive trade networks.
  • B. Early Intermediate Period
    The Early Intermediate Period was a formative era in ancient Peruvian history (roughly 200 BCE–600 CE) marked by the rise of regional cultures and monumental architecture along the coast and highlands.
  • C. Classic Maya
    Classic Maya is the historical form of the Mayan language used in inscriptions and literature during the Classic period of Maya civilization.
  • D. Epiclassic period
    The Epiclassic period was a transitional era in Mesoamerican history (roughly 600–900 CE) marked by the decline of major Classic centers and the rise of regional powers and distinctive artistic and architectural styles.
  • E. Late Classic period
    The Late Classic period was a flourishing era of Mesoamerican civilization, roughly spanning 600–900 CE, marked by the peak of Maya city-states and vibrant artistic, architectural, and political developments across the region.
  • 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: Preclassic period (Maya civilization)
Triple: [Classic period (Maya civilization), follows, Preclassic period (Maya civilization)]
Generated description
The Preclassic period of Maya civilization is the formative era, spanning roughly 2000 BCE to 250 CE, during which the Maya developed agriculture, complex societies, monumental architecture, and early writing systems that laid the foundations for their later Classic florescence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Preclassic period (Maya civilization)
Target entity description: The Preclassic period of Maya civilization is the formative era, spanning roughly 2000 BCE to 250 CE, during which the Maya developed agriculture, complex societies, monumental architecture, and early writing systems that laid the foundations for their later Classic florescence.
  • A. Classic period in Mesoamerica
    The Classic period in Mesoamerica was a flourishing era (roughly 250–900 CE) marked by the rise of great city-states like Teotihuacan, Tikal, and Palenque, characterized by monumental architecture, complex writing and calendrical systems, and extensive trade networks.
  • B. Early Intermediate Period
    The Early Intermediate Period was a formative era in ancient Peruvian history (roughly 200 BCE–600 CE) marked by the rise of regional cultures and monumental architecture along the coast and highlands.
  • C. Classic Maya
    Classic Maya is the historical form of the Mayan language used in inscriptions and literature during the Classic period of Maya civilization.
  • D. Epiclassic period
    The Epiclassic period was a transitional era in Mesoamerican history (roughly 600–900 CE) marked by the decline of major Classic centers and the rise of regional powers and distinctive artistic and architectural styles.
  • E. Late Classic period
    The Late Classic period was a flourishing era of Mesoamerican civilization, roughly spanning 600–900 CE, marked by the peak of Maya city-states and vibrant artistic, architectural, and political developments across the region.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5b9f13c8190a14898f241ec17a4 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb4840881908196e447618b38b0 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79e779190819095aa5ab32c150d44 completed March 28, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69c79f0b2a6c819091a2d72942f8f8c5 completed March 28, 2026, 9:27 a.m.
Created at: March 27, 2026, 2:42 p.m.