Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007383

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004996

distance 0.179 · cross-district

#2 · Punecell 4900006304

distance 0.19

#3 · Punecell 4900003762

distance 0.191

#4 · Punecell 4900001731

distance 0.206

#5 · Punecell 4900007013

distance 0.217

#6 · Punecell 4900006888

distance 0.221

#7 · Punecell 4900002620

distance 0.231

#8 · Punecell 4900001487

distance 0.233

#9 · Punecell 4900005403

distance 0.234

#10 · Punecell 4900000719

distance 0.242

#11 · Chhatrapati Sambhajinagarcell 4690003349

distance 0.244 · cross-district

#12 · Solapurcell 4960008033

distance 0.245 · cross-district

#13 · Dharashivcell 4880003310

distance 0.252 · cross-district

#14 · Jalgaoncell 4780003494

distance 0.257 · cross-district

#15 · Ahmednagarcell 4660010115

distance 0.262 · cross-district

#16 · Sanglicell 4930001909

distance 0.262 · cross-district

#17 · Ahmednagarcell 4660004097

distance 0.265 · cross-district

#18 · Punecell 4900003601

distance 0.265

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":4900007383}}}'

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.