Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002152

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

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004153

distance 0.149

#2 · Punecell 4900002618

distance 0.174

#3 · Punecell 4900001995

distance 0.219

#4 · Sataracell 4940003927

distance 0.228 · cross-district

#5 · Punecell 4900002736

distance 0.242

#6 · Ahmednagarcell 4660006761

distance 0.247 · cross-district

#7 · Solapurcell 4960000000

distance 0.251 · cross-district

#8 · Punecell 4900002292

distance 0.255

#9 · Jalgaoncell 4780005836

distance 0.258 · cross-district

#10 · Sataracell 4940003468

distance 0.262 · cross-district

#11 · Solapurcell 4960000357

distance 0.264 · cross-district

#12 · Sataracell 4940004168

distance 0.267 · cross-district

#13 · Ahmednagarcell 4660008843

distance 0.268 · cross-district

#14 · Nashikcell 4870001751

distance 0.273 · cross-district

#15 · Sataracell 4940003926

distance 0.277 · cross-district

#16 · Punecell 4900003211

distance 0.28

#17 · Jalgaoncell 4780006134

distance 0.281 · cross-district

#18 · Nashikcell 4870011931

distance 0.283 · 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":4900002152}}}'

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.