Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005662

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 3 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005794

distance 0.117

#2 · Punecell 4900006171

distance 0.133

#3 · Punecell 4900007388

distance 0.148

#4 · Punecell 4900006166

distance 0.161

#5 · Punecell 4900006286

distance 0.17

#6 · Punecell 4900005661

distance 0.172

#7 · Ahmednagarcell 4660007786

distance 0.183 · cross-district

#8 · Punecell 4900007387

distance 0.186

#9 · Ahmednagarcell 4660000640

distance 0.188 · cross-district

#10 · Nashikcell 4870006905

distance 0.192 · cross-district

#11 · Punecell 4900007390

distance 0.192

#12 · Punecell 4900005528

distance 0.193

#13 · Punecell 4900003740

distance 0.195

#14 · Punecell 4900005784

distance 0.196

#15 · Punecell 4900002936

distance 0.197

#16 · Ahmednagarcell 4660000637

distance 0.199 · cross-district

#17 · Punecell 4900001440

distance 0.199

#18 · Punecell 4900005787

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":4900005662}}}'

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.