Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004461

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000726

distance 0.147

#2 · Punecell 4900002046

distance 0.155

#3 · Punecell 4900001433

distance 0.161

#4 · Solapurcell 4960011570

distance 0.163 · cross-district

#5 · Punecell 4900002191

distance 0.168

#6 · Punecell 4900001218

distance 0.169

#7 · Solapurcell 4960006238

distance 0.169 · cross-district

#8 · Punecell 4900001584

distance 0.173

#9 · Punecell 4900000215

distance 0.176

#10 · Solapurcell 4960011995

distance 0.179 · cross-district

#11 · Punecell 4900002342

distance 0.181

#12 · Nashikcell 4870003007

distance 0.181 · cross-district

#13 · Punecell 4900001456

distance 0.182

#14 · Ahmednagarcell 4660013783

distance 0.188 · cross-district

#15 · Solapurcell 4960007018

distance 0.189 · cross-district

#16 · Punecell 4900001345

distance 0.191

#17 · Punecell 4900001059

distance 0.191

#18 · Solapurcell 4960009185

distance 0.191 · 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":490,"cluster_id":4900004461}}}'

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.