Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960012192

The MH-36 locality cells most similar to this Solapur 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

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011466

distance 0.097

#2 · Solapurcell 4960012131

distance 0.1

#3 · Beedcell 4700002615

distance 0.1 · cross-district

#4 · Ahmednagarcell 4660001972

distance 0.127 · cross-district

#5 · Solapurcell 4960012190

distance 0.127

#6 · Solapurcell 4960012130

distance 0.132

#7 · Ahmednagarcell 4660000041

distance 0.134 · cross-district

#8 · Punecell 4900002656

distance 0.137 · cross-district

#9 · Punecell 4900002047

distance 0.139 · cross-district

#10 · Ahmednagarcell 4660000906

distance 0.14 · cross-district

#11 · Ahmednagarcell 4660013140

distance 0.143 · cross-district

#12 · Ahmednagarcell 4660000813

distance 0.144 · cross-district

#13 · Solapurcell 4960012352

distance 0.145

#14 · Solapurcell 4960012423

distance 0.146

#15 · Ahmednagarcell 4660001337

distance 0.149 · cross-district

#16 · Ahmednagarcell 4660002074

distance 0.15 · cross-district

#17 · Solapurcell 4960012000

distance 0.151

#18 · Punecell 4900002654

distance 0.152 · 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":496,"cluster_id":4960012192}}}'

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.