Triple
T9290899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | canton of Le Cateau-Cambrésis |
E223512
|
entity |
| Predicate | containsAdministrativeTerritorialEntity |
P747
|
FINISHED |
| Object |
Ligny-en-Cambrésis
Ligny-en-Cambrésis is a small commune in the Nord department of northern France, situated in the historical region of Cambrésis.
|
E790676
|
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: Ligny-en-Cambrésis | Statement: [canton of Le Cateau-Cambrésis, containsAdministrativeTerritorialEntity, Ligny-en-Cambrésis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ligny-en-Cambrésis Context triple: [canton of Le Cateau-Cambrésis, containsAdministrativeTerritorialEntity, Ligny-en-Cambrésis]
-
A.
Ligny-en-Barrois
Ligny-en-Barrois is a small historic town in northeastern France’s Grand Est region, known for its medieval heritage and location along the Ornain River.
-
B.
Cambrésis
Cambrésis is a historic region in northern France centered around the city of Cambrai, known for its medieval bishopric and strategic importance in European conflicts.
-
C.
Arras
Arras is a historic city in northern France renowned for its Flemish-Baroque architecture, grand squares, and role as a strategic site in both World Wars.
-
D.
Aire-sur-la-Lys
Aire-sur-la-Lys is a historic town in northern France’s Pas-de-Calais department, known for its medieval architecture and strategic location near the Lys River.
-
E.
Tintigny
Tintigny is a small rural municipality in the Walloon region of southern Belgium known for its countryside landscapes and village character.
- 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: Ligny-en-Cambrésis Triple: [canton of Le Cateau-Cambrésis, containsAdministrativeTerritorialEntity, Ligny-en-Cambrésis]
Generated description
Ligny-en-Cambrésis is a small commune in the Nord department of northern France, situated in the historical region of Cambrésis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ligny-en-Cambrésis Target entity description: Ligny-en-Cambrésis is a small commune in the Nord department of northern France, situated in the historical region of Cambrésis.
-
A.
Ligny-en-Barrois
Ligny-en-Barrois is a small historic town in northeastern France’s Grand Est region, known for its medieval heritage and location along the Ornain River.
-
B.
Cambrésis
Cambrésis is a historic region in northern France centered around the city of Cambrai, known for its medieval bishopric and strategic importance in European conflicts.
-
C.
Arras
Arras is a historic city in northern France renowned for its Flemish-Baroque architecture, grand squares, and role as a strategic site in both World Wars.
-
D.
Aire-sur-la-Lys
Aire-sur-la-Lys is a historic town in northern France’s Pas-de-Calais department, known for its medieval architecture and strategic location near the Lys River.
-
E.
Tintigny
Tintigny is a small rural municipality in the Walloon region of southern Belgium known for its countryside landscapes and village character.
- 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_69ca8422ddf881908a3f8f876c9f53aa |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd0865a7108190b807afd259980db2 |
completed | April 1, 2026, 11:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0b2381e2c8190acbecf97dea1200c |
completed | April 4, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69d0b3a2b6f481908b0528f6fa67535b |
completed | April 4, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0b7944adc819080b3a90878dd7203 |
completed | April 4, 2026, 7:02 a.m. |
Created at: March 30, 2026, 7:35 p.m.