Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002013

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

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002540

distance 0.182

#2 · Solapurcell 4960010215

distance 0.2 · cross-district

#3 · Solapurcell 4960010631

distance 0.201 · cross-district

#4 · Ahmednagarcell 4660001744

distance 0.203 · cross-district

#5 · Dharashivcell 4880002974

distance 0.206 · cross-district

#6 · Ahmednagarcell 4660003476

distance 0.209 · cross-district

#7 · Solapurcell 4960010468

distance 0.21 · cross-district

#8 · Solapurcell 4960009972

distance 0.214 · cross-district

#9 · Solapurcell 4960010633

distance 0.214 · cross-district

#10 · Ahmednagarcell 4660002645

distance 0.215 · cross-district

#11 · Ahmednagarcell 4660003117

distance 0.217 · cross-district

#12 · Solapurcell 4960008907

distance 0.218 · cross-district

#13 · Solapurcell 4960008908

distance 0.219 · cross-district

#14 · Solapurcell 4960010548

distance 0.219 · cross-district

#15 · Ahmednagarcell 4660002980

distance 0.219 · cross-district

#16 · Dharashivcell 4880004003

distance 0.22 · cross-district

#17 · Solapurcell 4960008909

distance 0.22 · cross-district

#18 · Kolhapurcell 4800002500

distance 0.223

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":4800002013}}}'

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.