Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007259

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007395

distance 0.135

#2 · Punecell 4900007506

distance 0.144

#3 · Punecell 4900005917

distance 0.179

#4 · Punecell 4900004188

distance 0.188

#5 · Punecell 4900006170

distance 0.2

#6 · Punecell 4900005666

distance 0.202

#7 · Solapurcell 4960003958

distance 0.202 · cross-district

#8 · Punecell 4900004732

distance 0.203

#9 · Punecell 4900002359

distance 0.204

#10 · Punecell 4900005913

distance 0.205

#11 · Punecell 4900007515

distance 0.208

#12 · Punecell 4900001423

distance 0.21

#13 · Sanglicell 4930007018

distance 0.211 · cross-district

#14 · Nashikcell 4870005728

distance 0.212 · cross-district

#15 · Ahmednagarcell 4660001324

distance 0.214 · cross-district

#16 · Punecell 4900005517

distance 0.215

#17 · Punecell 4900001353

distance 0.218

#18 · Chhatrapati Sambhajinagarcell 4690000057

distance 0.218 · 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":4900007259}}}'

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.