Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001521

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001518

distance 0.148

#2 · Kolhapurcell 4800001849

distance 0.159

#3 · Kolhapurcell 4800001524

distance 0.159

#4 · Kolhapurcell 4800001969

distance 0.179

#5 · Kolhapurcell 4800001344

distance 0.18

#6 · Kolhapurcell 4800001735

distance 0.186

#7 · Kolhapurcell 4800001611

distance 0.189

#8 · Kolhapurcell 4800001403

distance 0.194

#9 · Kolhapurcell 4800001401

distance 0.201

#10 · Kolhapurcell 4800001334

distance 0.202

#11 · Kolhapurcell 4800001612

distance 0.204

#12 · Kolhapurcell 4800001957

distance 0.208

#13 · Kolhapurcell 4800001388

distance 0.21

#14 · Kolhapurcell 4800001387

distance 0.211

#15 · Kolhapurcell 4800002019

distance 0.212

#16 · Kolhapurcell 4800001629

distance 0.214

#17 · Beedcell 4700005800

distance 0.216 · cross-district

#18 · Kolhapurcell 4800001271

distance 0.216

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":4800001521}}}'

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.