Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000680

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

across 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001043

distance 0.117

#2 · Kolhapurcell 4800000646

distance 0.118

#3 · Kolhapurcell 4800000654

distance 0.12

#4 · Kolhapurcell 4800000542

distance 0.121

#5 · Kolhapurcell 4800000676

distance 0.122

#6 · Kolhapurcell 4800000611

distance 0.122

#7 · Kolhapurcell 4800000384

distance 0.125

#8 · Kolhapurcell 4800000546

distance 0.127

#9 · Kolhapurcell 4800000437

distance 0.127

#10 · Kolhapurcell 4800000376

distance 0.128

#11 · Kolhapurcell 4800001086

distance 0.129

#12 · Kolhapurcell 4800000447

distance 0.131

#13 · Kolhapurcell 4800000651

distance 0.132

#14 · Kolhapurcell 4800000395

distance 0.136

#15 · Kolhapurcell 4800000678

distance 0.136

#16 · Kolhapurcell 4800000677

distance 0.14

#17 · Kolhapurcell 4800000438

distance 0.14

#18 · Kolhapurcell 4800000656

distance 0.143

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":4800000680}}}'

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.