Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006283

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007142

distance 0.173

#2 · Punecell 4900005519

distance 0.208

#3 · Nashikcell 4870005135

distance 0.224 · cross-district

#4 · Punecell 4900004839

distance 0.24

#5 · Sanglicell 4930007123

distance 0.242 · cross-district

#6 · Punecell 4900005778

distance 0.258

#7 · Punecell 4900003434

distance 0.26

#8 · Jalgaoncell 4780005739

distance 0.262 · cross-district

#9 · Punecell 4900000811

distance 0.262

#10 · Ahmednagarcell 4660014102

distance 0.266 · cross-district

#11 · Solapurcell 4960012351

distance 0.267 · cross-district

#12 · Punecell 4900000468

distance 0.27

#13 · Nashikcell 4870003827

distance 0.27 · cross-district

#14 · Solapurcell 4960001679

distance 0.273 · cross-district

#15 · Ahmednagarcell 4660009073

distance 0.276 · cross-district

#16 · Punecell 4900003492

distance 0.278

#17 · Punecell 4900005791

distance 0.28

#18 · Ahmednagarcell 4660002640

distance 0.28 · 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":4900006283}}}'

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.