Triple

T1949940
Position Surface form Disambiguated ID Type / Status
Subject Paleo-Indian period E42134 entity
Predicate associatedWith P37 FINISHED
Object Cumberland culture
The Cumberland culture was an early North American Paleoindian group known for its distinctive fluted spear points and big-game hunting traditions in the Southeastern United States.
E219770 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: Cumberland culture | Statement: [Paleo-Indian period, associatedWith, Cumberland culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cumberland culture
Context triple: [Paleo-Indian period, associatedWith, Cumberland culture]
  • A. Góral (Highlander) culture
    Góral (Highlander) culture is the distinctive mountain-dweller tradition of southern Poland, known for its unique dialect, music, wooden architecture, and pastoral customs.
  • B. Mississippian culture
    The Mississippian culture was a mound-building Native American civilization that flourished in the Eastern Woodlands and Southeast of what is now the United States from roughly 800 to 1600 CE, known for its large urban centers, complex chiefdoms, and extensive trade networks.
  • C. Diquís culture
    Diquís culture was a pre-Columbian society in southern Costa Rica, best known for its sophisticated metalwork and the creation of large, perfectly carved stone spheres.
  • D. Svan culture
    Svan culture is the traditional highland culture of the Svan people in northwestern Georgia, known for its ancient language, distinctive tower architecture, polyphonic singing, and rich mountain customs.
  • E. Hopewell tradition
    The Hopewell tradition was a widespread Native American cultural and trade network that flourished in the Eastern Woodlands of North America during the Middle Woodland period, known for its elaborate earthworks, mound complexes, and finely crafted artifacts.
  • 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: Cumberland culture
Triple: [Paleo-Indian period, associatedWith, Cumberland culture]
Generated description
The Cumberland culture was an early North American Paleoindian group known for its distinctive fluted spear points and big-game hunting traditions in the Southeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cumberland culture
Target entity description: The Cumberland culture was an early North American Paleoindian group known for its distinctive fluted spear points and big-game hunting traditions in the Southeastern United States.
  • A. Góral (Highlander) culture
    Góral (Highlander) culture is the distinctive mountain-dweller tradition of southern Poland, known for its unique dialect, music, wooden architecture, and pastoral customs.
  • B. Mississippian culture
    The Mississippian culture was a mound-building Native American civilization that flourished in the Eastern Woodlands and Southeast of what is now the United States from roughly 800 to 1600 CE, known for its large urban centers, complex chiefdoms, and extensive trade networks.
  • C. Diquís culture
    Diquís culture was a pre-Columbian society in southern Costa Rica, best known for its sophisticated metalwork and the creation of large, perfectly carved stone spheres.
  • D. Svan culture
    Svan culture is the traditional highland culture of the Svan people in northwestern Georgia, known for its ancient language, distinctive tower architecture, polyphonic singing, and rich mountain customs.
  • E. Hopewell tradition
    The Hopewell tradition was a widespread Native American cultural and trade network that flourished in the Eastern Woodlands of North America during the Middle Woodland period, known for its elaborate earthworks, mound complexes, and finely crafted artifacts.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb332b014819085bfc88d66cfc10a completed March 7, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbc17ce08190bd74c9c62d260326 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc3d37e4819082673b84eb5a19f2 completed March 8, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69adfd7ef5588190ab85f3981466d1e0 completed March 8, 2026, 10:51 p.m.
Created at: March 4, 2026, 7:36 p.m.