Triple

T20940104
Position Surface form Disambiguated ID Type / Status
Subject Avenches E515695 entity
Predicate hasHeritage P1494 FINISHED
Object Roman baths
Roman baths were large public bathing and social complexes central to daily life in ancient Rome, featuring heated rooms, pools, and elaborate engineering for water supply and heating.
E263241 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: Roman baths | Statement: [Avenches, hasHeritage, Roman baths]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman baths
Context triple: [Avenches, hasHeritage, Roman baths]
  • A. Roman baths
    Roman baths were large public bathing and social complexes central to daily life in ancient Roman cities, featuring heated rooms, pools, and elaborate architectural design.
  • B. Roman Baths
    The Roman Baths are a picturesque 19th-century garden complex in Potsdam’s Sanssouci Park, designed in an Italianate classical style to evoke the atmosphere of ancient Roman villas.
  • C. Roman Baths
    Roman Baths is a well-preserved ancient Roman bathing and temple complex built around natural hot springs, now a major historical and tourist attraction in Bath, England.
  • D. Hadrianic baths
    The Hadrianic baths are a grand Roman public bathing complex in the ancient city of Leptis Magna, built during Emperor Hadrian’s reign and noted for their monumental architecture and well-preserved remains.
  • E. Roman Bath House
    The Roman Bath House is a historic bathhouse at Berkeley Springs State Park in West Virginia, known for its traditional mineral spring-fed bathing facilities that reflect classical Roman-style spa culture.
  • 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: Roman baths
Triple: [Avenches, hasHeritage, Roman baths]
Generated description
Roman baths were large public bathing and social complexes central to daily life in ancient Rome, featuring heated rooms, pools, and elaborate engineering for water supply and heating.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman baths
Target entity description: Roman baths were large public bathing and social complexes central to daily life in ancient Rome, featuring heated rooms, pools, and elaborate engineering for water supply and heating.
  • A. Roman baths chosen
    Roman baths were large public bathing and social complexes central to daily life in ancient Roman cities, featuring heated rooms, pools, and elaborate architectural design.
  • B. Roman Baths
    The Roman Baths are a picturesque 19th-century garden complex in Potsdam’s Sanssouci Park, designed in an Italianate classical style to evoke the atmosphere of ancient Roman villas.
  • C. Roman Baths
    Roman Baths is a well-preserved ancient Roman bathing and temple complex built around natural hot springs, now a major historical and tourist attraction in Bath, England.
  • D. Hadrianic baths
    The Hadrianic baths are a grand Roman public bathing complex in the ancient city of Leptis Magna, built during Emperor Hadrian’s reign and noted for their monumental architecture and well-preserved remains.
  • E. Roman Bath House
    The Roman Bath House is a historic bathhouse at Berkeley Springs State Park in West Virginia, known for its traditional mineral spring-fed bathing facilities that reflect classical Roman-style spa culture.
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f954e44481909098a0b23a687d5e completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a091fd8a17c819089f7af8ff6048ece completed May 17, 2026, 1:54 a.m.
NEDg Description generation batch_6a09210bde4c8190841af0f9a29ecdd9 completed May 17, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a09217fdcd08190bc41700ec09851e1 completed May 17, 2026, 2:01 a.m.
Created at: April 16, 2026, 12:50 p.m.