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Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000274

The MH-36 locality cells most similar to this Kolhapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found
18
across 2 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
42
morphology-v2 feature dimensions
Closest twin distance
0.197
lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000273
distance 0.197
#2 · Kolhapurcell 4800000271
distance 0.216
#3 · Kolhapurcell 4800000272
distance 0.278
#4 · Kolhapurcell 4800000394
distance 0.327
#5 · Kolhapurcell 4800000283
distance 0.328
#6 · Kolhapurcell 4800000490
distance 0.332
#7 · Kolhapurcell 4800000675
distance 0.333
#8 · Kolhapurcell 4800000338
distance 0.336
#9 · Kolhapurcell 4800000302
distance 0.337
#10 · Kolhapurcell 4800000456
distance 0.337
#11 · Kolhapurcell 4800000427
distance 0.338
#12 · Kolhapurcell 4800000279
distance 0.34
#13 · Kolhapurcell 4800000540
distance 0.344
#14 · Kolhapurcell 4800000369
distance 0.348
#15 · Kolhapurcell 4800000370
distance 0.348
#16 · Kolhapurcell 4800000457
distance 0.349
#17 · Kolhapurcell 4800000303
distance 0.349
#18 · Ratnagiricell 4920005353
distance 0.351 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":480,"cluster_id":4800000274}}}'
Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.