Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004951

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720008447

distance 0.297 · cross-district

#2 · Kolhapurcell 4800004952

distance 0.308

#3 · Amravaticell 4680007264

distance 0.313 · cross-district

#4 · Buldhanacell 4720004462

distance 0.313 · cross-district

#5 · Sataracell 4940000746

distance 0.321 · cross-district

#6 · Sanglicell 4930005206

distance 0.331 · cross-district

#7 · Sataracell 4940000425

distance 0.337 · cross-district

#8 · Kolhapurcell 4800005221

distance 0.338

#9 · Sataracell 4940000942

distance 0.338 · cross-district

#10 · Sataracell 4940000302

distance 0.338 · cross-district

#11 · Sataracell 4940000298

distance 0.344 · cross-district

#12 · Amravaticell 4680009890

distance 0.348 · cross-district

#13 · Sanglicell 4930005979

distance 0.349 · cross-district

#14 · Sataracell 4940006687

distance 0.35 · cross-district

#15 · Sataracell 4940000637

distance 0.357 · cross-district

#16 · Sataracell 4940006961

distance 0.357 · cross-district

#17 · Kolhapurcell 4800005219

distance 0.359

#18 · Sataracell 4940001169

distance 0.359 · 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":4800004951}}}'

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.