Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005133

The MH-36 locality cells most similar to this Dharashiv 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

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006771

distance 0.123 · cross-district

#2 · Ahmednagarcell 4660001203

distance 0.129 · cross-district

#3 · Ahmednagarcell 4660001390

distance 0.151 · cross-district

#4 · Beedcell 4700005815

distance 0.16 · cross-district

#5 · Ahmednagarcell 4660001299

distance 0.169 · cross-district

#6 · Beedcell 4700006534

distance 0.172 · cross-district

#7 · Ahmednagarcell 4660001698

distance 0.174 · cross-district

#8 · Beedcell 4700007116

distance 0.179 · cross-district

#9 · Beedcell 4700002688

distance 0.181 · cross-district

#10 · Ahmednagarcell 4660002098

distance 0.183 · cross-district

#11 · Dharashivcell 4880004648

distance 0.184

#12 · Ahmednagarcell 4660005185

distance 0.186 · cross-district

#13 · Ahmednagarcell 4660002199

distance 0.188 · cross-district

#14 · Beedcell 4700008691

distance 0.189 · cross-district

#15 · Beedcell 4700006102

distance 0.189 · cross-district

#16 · Beedcell 4700008756

distance 0.192 · cross-district

#17 · Solapurcell 4960012641

distance 0.195 · cross-district

#18 · Beedcell 4700002182

distance 0.195 · 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":488,"cluster_id":4880005133}}}'

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.