Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007748

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

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006776

distance 0.148

#2 · Punecell 4900001595

distance 0.163

#3 · Punecell 4900004858

distance 0.171

#4 · Punecell 4900007265

distance 0.178

#5 · Punecell 4900001338

distance 0.18

#6 · Punecell 4900007269

distance 0.183

#7 · Punecell 4900005277

distance 0.183

#8 · Punecell 4900008985

distance 0.184

#9 · Solapurcell 4960002810

distance 0.19 · cross-district

#10 · Dharashivcell 4880004089

distance 0.193 · cross-district

#11 · Ahmednagarcell 4660001520

distance 0.196 · cross-district

#12 · Punecell 4900004580

distance 0.196

#13 · Punecell 4900003193

distance 0.197

#14 · Punecell 4900001697

distance 0.197

#15 · Punecell 4900007391

distance 0.198

#16 · Punecell 4900003215

distance 0.199

#17 · Punecell 4900005410

distance 0.201

#18 · Punecell 4900004851

distance 0.201

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":4900007748}}}'

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.