Triple

T22888093
Position Surface form Disambiguated ID Type / Status
Subject Hallstatt culture E567658 entity
Predicate hasChronology P4238 FINISHED
Object Hallstatt A–D sequence
The Hallstatt A–D sequence is a chronological framework that divides the early Iron Age Hallstatt culture of Central Europe into four successive phases (A through D) based on changes in material culture, especially burial customs and metalwork.
E567658 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: Hallstatt A–D sequence | Statement: [Hallstatt culture, hasChronology, Hallstatt A–D sequence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hallstatt A–D sequence
Context triple: [Hallstatt culture, hasChronology, Hallstatt A–D sequence]
  • A. Hallstatt culture
    The Hallstatt culture was an early Iron Age Central European archaeological culture (c. 800–450 BCE) widely regarded as the formative phase of Celtic civilization.
  • B. Hallstatt
    Hallstatt is a picturesque Austrian village on Lake Hallstatt in the Salzkammergut region, renowned for its ancient salt mines and well-preserved Alpine architecture.
  • C. Rhaetian age
    The Rhaetian age is the final stage of the Late Triassic period, marked by significant marine extinctions and major environmental changes that preceded the Triassic–Jurassic mass extinction.
  • D. Fritzens-Sanzeno culture
    The Fritzens-Sanzeno culture was an Iron Age Alpine archaeological culture associated with the Raetic people, known for its distinctive fortified settlements and material remains in the central and eastern Alps.
  • E. Walser culture
    Walser culture is the distinctive Alpine heritage of the Walser people, characterized by their Germanic language, wooden architecture, mountain farming traditions, and transalpine settlement history in regions such as Macugnaga.
  • 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: Hallstatt A–D sequence
Triple: [Hallstatt culture, hasChronology, Hallstatt A–D sequence]
Generated description
The Hallstatt A–D sequence is a chronological framework that divides the early Iron Age Hallstatt culture of Central Europe into four successive phases (A through D) based on changes in material culture, especially burial customs and metalwork.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hallstatt A–D sequence
Target entity description: The Hallstatt A–D sequence is a chronological framework that divides the early Iron Age Hallstatt culture of Central Europe into four successive phases (A through D) based on changes in material culture, especially burial customs and metalwork.
  • A. Hallstatt culture chosen
    The Hallstatt culture was an early Iron Age Central European archaeological culture (c. 800–450 BCE) widely regarded as the formative phase of Celtic civilization.
  • B. Hallstatt
    Hallstatt is a picturesque Austrian village on Lake Hallstatt in the Salzkammergut region, renowned for its ancient salt mines and well-preserved Alpine architecture.
  • C. Rhaetian age
    The Rhaetian age is the final stage of the Late Triassic period, marked by significant marine extinctions and major environmental changes that preceded the Triassic–Jurassic mass extinction.
  • D. Fritzens-Sanzeno culture
    The Fritzens-Sanzeno culture was an Iron Age Alpine archaeological culture associated with the Raetic people, known for its distinctive fortified settlements and material remains in the central and eastern Alps.
  • E. Walser culture
    Walser culture is the distinctive Alpine heritage of the Walser people, characterized by their Germanic language, wooden architecture, mountain farming traditions, and transalpine settlement history in regions such as Macugnaga.
  • F. None of above.

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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17fc2adb4819081bce7e6849ba31a completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf292da8881908c1132f1a8238352 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bf94b2fb88190914f7af090a4c3b9 completed May 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0bf9bc16748190bd637d214d55e39d completed May 19, 2026, 5:48 a.m.
Created at: April 17, 2026, 3:40 p.m.