Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004872

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

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870005866

distance 0.161 · cross-district

#2 · Punecell 4900001903

distance 0.177

#3 · Punecell 4900007263

distance 0.181

#4 · Sanglicell 4930006926

distance 0.189 · cross-district

#5 · Nashikcell 4870004994

distance 0.192 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690001751

distance 0.198 · cross-district

#7 · Nashikcell 4870004708

distance 0.206 · cross-district

#8 · Punecell 4900005806

distance 0.207

#9 · Beedcell 4700003496

distance 0.208 · cross-district

#10 · Ahmednagarcell 4660002635

distance 0.215 · cross-district

#11 · Nashikcell 4870005729

distance 0.216 · cross-district

#12 · Ahmednagarcell 4660005112

distance 0.217 · cross-district

#13 · Nashikcell 4870004703

distance 0.22 · cross-district

#14 · Ahmednagarcell 4660002182

distance 0.22 · cross-district

#15 · Ahmednagarcell 4660002190

distance 0.225 · cross-district

#16 · Ahmednagarcell 4660012055

distance 0.226 · cross-district

#17 · Ahmednagarcell 4660001724

distance 0.226 · cross-district

#18 · Ahmednagarcell 4660002035

distance 0.226 · 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":4900004872}}}'

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.