Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005807

The MH-36 locality cells most similar to this Pune 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012073

distance 0.171 · cross-district

#2 · Ahmednagarcell 4660000799

distance 0.173 · cross-district

#3 · Nashikcell 4870006904

distance 0.179 · cross-district

#4 · Punecell 4900004875

distance 0.181

#5 · Solapurcell 4960012396

distance 0.183 · cross-district

#6 · Ahmednagarcell 4660000460

distance 0.184 · cross-district

#7 · Beedcell 4700003141

distance 0.186 · cross-district

#8 · Punecell 4900002492

distance 0.186

#9 · Solapurcell 4960000204

distance 0.188 · cross-district

#10 · Ahmednagarcell 4660000800

distance 0.191 · cross-district

#11 · Punecell 4900005540

distance 0.191

#12 · Ahmednagarcell 4660002994

distance 0.193 · cross-district

#13 · Nashikcell 4870007060

distance 0.195 · cross-district

#14 · Solapurcell 4960000966

distance 0.198 · cross-district

#15 · Ahmednagarcell 4660000575

distance 0.198 · cross-district

#16 · Nashikcell 4870007204

distance 0.201 · cross-district

#17 · Beedcell 4700001015

distance 0.201 · cross-district

#18 · Punecell 4900001348

distance 0.202

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":490,"cluster_id":4900005807}}}'

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.