Triple
T22605445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cultural Heritage of North Macedonia |
E566542
|
entity |
| Predicate | includesSite |
P5003
|
FINISHED |
| Object |
Stobi archaeological site
The Stobi archaeological site is an ancient city in central North Macedonia, notable for its well-preserved Roman and early Christian remains, including mosaics, basilicas, and public buildings.
|
E1546517
|
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: Stobi archaeological site | Statement: [Cultural Heritage of North Macedonia, includesSite, Stobi archaeological site]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stobi archaeological site Context triple: [Cultural Heritage of North Macedonia, includesSite, Stobi archaeological site]
-
A.
Nicopolis ad Istrum archaeological site
Nicopolis ad Istrum archaeological site is the remains of a Roman and early Byzantine city in northern Bulgaria, notable for its well-preserved urban layout, public buildings, and inscriptions.
-
B.
Ulpiana archaeological site
The Ulpiana archaeological site is an ancient Roman and early Byzantine city in present-day Kosovo, notable for its well-preserved urban layout, fortifications, and Christian basilicas.
-
C.
Apamea archaeological site
Apamea archaeological site is an ancient Hellenistic and Roman city in western Syria, renowned for its extensive colonnaded street and well-preserved ruins.
-
D.
Glanum archaeological site
Glanum archaeological site is an ancient Greco-Roman city in southern France known for its well-preserved ruins, including monumental arches, temples, and residential structures.
-
E.
Vidy Roman archaeological site
The Vidy Roman archaeological site is an ancient Roman settlement area near Lausanne, Switzerland, featuring remains such as building foundations, roads, and artifacts that illustrate the region’s Roman-era urban life.
- 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: Stobi archaeological site Triple: [Cultural Heritage of North Macedonia, includesSite, Stobi archaeological site]
Generated description
The Stobi archaeological site is an ancient city in central North Macedonia, notable for its well-preserved Roman and early Christian remains, including mosaics, basilicas, and public buildings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stobi archaeological site Target entity description: The Stobi archaeological site is an ancient city in central North Macedonia, notable for its well-preserved Roman and early Christian remains, including mosaics, basilicas, and public buildings.
-
A.
Nicopolis ad Istrum archaeological site
Nicopolis ad Istrum archaeological site is the remains of a Roman and early Byzantine city in northern Bulgaria, notable for its well-preserved urban layout, public buildings, and inscriptions.
-
B.
Ulpiana archaeological site
The Ulpiana archaeological site is an ancient Roman and early Byzantine city in present-day Kosovo, notable for its well-preserved urban layout, fortifications, and Christian basilicas.
-
C.
Apamea archaeological site
Apamea archaeological site is an ancient Hellenistic and Roman city in western Syria, renowned for its extensive colonnaded street and well-preserved ruins.
-
D.
Glanum archaeological site
Glanum archaeological site is an ancient Greco-Roman city in southern France known for its well-preserved ruins, including monumental arches, temples, and residential structures.
-
E.
Vidy Roman archaeological site
The Vidy Roman archaeological site is an ancient Roman settlement area near Lausanne, Switzerland, featuring remains such as building foundations, roads, and artifacts that illustrate the region’s Roman-era urban life.
- 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_69e245884860819081046ce07d5872c4 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f162709d808190af83837104a190f9 |
completed | April 29, 2026, 1:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4df72f2c819095311b64d5c9a400 |
completed | May 18, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_6a0b51e5b7a0819098f9b93051c27ca2 |
completed | May 18, 2026, 5:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b529631048190ae49bb7ca38d669e |
completed | May 18, 2026, 5:55 p.m. |
Created at: April 17, 2026, 2:53 p.m.