Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003614

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003489

distance 0.201

#2 · Laturcell 4810004760

distance 0.204 · cross-district

#3 · Kolhapurcell 4800004627

distance 0.221

#4 · Kolhapurcell 4800004628

distance 0.221

#5 · Amravaticell 4680006889

distance 0.232 · cross-district

#6 · Kolhapurcell 4800004537

distance 0.235

#7 · Sanglicell 4930000393

distance 0.237 · cross-district

#8 · Sanglicell 4930005123

distance 0.242 · cross-district

#9 · Kolhapurcell 4800004451

distance 0.243

#10 · Laturcell 4810004766

distance 0.245 · cross-district

#11 · Amravaticell 4680003866

distance 0.247 · cross-district

#12 · Amravaticell 4680004071

distance 0.247 · cross-district

#13 · Laturcell 4810004565

distance 0.251 · cross-district

#14 · Jalgaoncell 4780005958

distance 0.251 · cross-district

#15 · Punecell 4900006767

distance 0.252 · cross-district

#16 · Kolhapurcell 4800003545

distance 0.254

#17 · Kolhapurcell 4800003490

distance 0.255

#18 · Amravaticell 4680003772

distance 0.257 · 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":4800003614}}}'

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.