Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003525

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003519

distance 0.161

#2 · Kolhapurcell 4800003167

distance 0.167

#3 · Kolhapurcell 4800003643

distance 0.168

#4 · Kolhapurcell 4800003535

distance 0.174

#5 · Kolhapurcell 4800002837

distance 0.178

#6 · Kolhapurcell 4800003788

distance 0.207

#7 · Kolhapurcell 4800003723

distance 0.207

#8 · Kolhapurcell 4800003474

distance 0.213

#9 · Kolhapurcell 4800002782

distance 0.216

#10 · Kolhapurcell 4800003084

distance 0.219

#11 · Kolhapurcell 4800003371

distance 0.22

#12 · Kolhapurcell 4800005992

distance 0.227

#13 · Beedcell 4700004923

distance 0.23 · cross-district

#14 · Kolhapurcell 4800003606

distance 0.234

#15 · Kolhapurcell 4800002966

distance 0.235

#16 · Sataracell 4940001163

distance 0.242 · cross-district

#17 · Kolhapurcell 4800002868

distance 0.242

#18 · Punecell 4900000347

distance 0.244 · 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":4800003525}}}'

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.