Triple

T1716617
Position Surface form Disambiguated ID Type / Status
Subject Naissus E37303 entity
Predicate nearbyFrontier P31879 FINISHED
Object Danube limes
The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
E197883 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: Danube limes | Statement: [Naissus, nearbyFrontier, Danube limes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danube limes
Context triple: [Naissus, nearbyFrontier, Danube limes]
  • A. Limes Germanicus
    Limes Germanicus was a fortified frontier system of the Roman Empire that marked and defended its boundary in the regions of Germania.
  • B. Hel Fortress
    Hel Fortress was a key Polish coastal stronghold on the Hel Peninsula that served as a major defensive position during the early fighting of World War II.
  • C. Hellenstein ruins
    The Hellenstein ruins are the remains of a historic hilltop castle complex overlooking Heidenheim an der Brenz in southern Germany.
  • D. Singidunum
    Singidunum was the ancient Roman and earlier Celtic settlement that occupied the site of present-day Belgrade, Serbia.
  • E. Limonar
    Limonar is a municipality in western Cuba known for its agricultural activities and location within Matanzas Province.
  • 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: Danube limes
Triple: [Naissus, nearbyFrontier, Danube limes]
Generated description
The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danube limes
Target entity description: The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
  • A. Limes Germanicus
    Limes Germanicus was a fortified frontier system of the Roman Empire that marked and defended its boundary in the regions of Germania.
  • B. Hel Fortress
    Hel Fortress was a key Polish coastal stronghold on the Hel Peninsula that served as a major defensive position during the early fighting of World War II.
  • C. Hellenstein ruins
    The Hellenstein ruins are the remains of a historic hilltop castle complex overlooking Heidenheim an der Brenz in southern Germany.
  • D. Singidunum
    Singidunum was the ancient Roman and earlier Celtic settlement that occupied the site of present-day Belgrade, Serbia.
  • E. Limonar
    Limonar is a municipality in western Cuba known for its agricultural activities and location within Matanzas Province.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyFrontier
Context triple: [Naissus, nearbyFrontier, Danube limes]
  • A. nearbyCurrent
    Indicates that one entity is located close to another entity at the present moment or in the current context.
  • B. nearbyState
    Indicates that one state is geographically adjacent to or in close proximity to another state.
  • C. nearbyFeature
    Indicates that one entity is located close to or in the immediate vicinity of another entity.
  • D. hasNearbyTrailheadFor
    Indicates that one location has a trailhead situated close enough to serve as a convenient access point for another location.
  • E. hasNearbyTrail
    Indicates that one entity is located close to or within a short distance of a trail.
  • F. None of above. chosen

Provenance (7 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_69a8861912dc8190931af43b4b9158a7 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69ab5c96db6c8190a745d6fef7bf2cdb completed March 6, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69ada97dfb1c819084e750a8550d3e82 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adab0295b8819092cb51082337b97b completed March 8, 2026, 4:59 p.m.
NED2 Entity disambiguation (via description) batch_69adaea486d0819097357d881b70d114 completed March 8, 2026, 5:15 p.m.
PD Predicate disambiguation batch_69aa61bed2fc819086d912cd34285978 completed March 6, 2026, 5:10 a.m.
PDg Predicate description generation batch_69ab5c7780bc81909fc6e173a216cb0b completed March 6, 2026, 11 p.m.
Created at: March 4, 2026, 7:30 p.m.