Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001718

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001834

distance 0.268

#2 · Solapurcell 4960000812

distance 0.281 · cross-district

#3 · Sanglicell 4930006362

distance 0.292 · cross-district

#4 · Beedcell 4700004624

distance 0.304 · cross-district

#5 · Dharashivcell 4880003919

distance 0.312 · cross-district

#6 · Solapurcell 4960000180

distance 0.329 · cross-district

#7 · Solapurcell 4960002405

distance 0.331 · cross-district

#8 · Solapurcell 4960004709

distance 0.337 · cross-district

#9 · Ahmednagarcell 4660012237

distance 0.338 · cross-district

#10 · Ahmednagarcell 4660003475

distance 0.339 · cross-district

#11 · Beedcell 4700006355

distance 0.342 · cross-district

#12 · Beedcell 4700004010

distance 0.343 · cross-district

#13 · Ahmednagarcell 4660002959

distance 0.343 · cross-district

#14 · Dharashivcell 4880001073

distance 0.344 · cross-district

#15 · Buldhanacell 4720003596

distance 0.348 · cross-district

#16 · Beedcell 4700009017

distance 0.348 · cross-district

#17 · Sanglicell 4930005193

distance 0.349 · cross-district

#18 · Chandrapurcell 4730007692

distance 0.351 · 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":4800001718}}}'

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.