Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008317

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004327

distance 0.187 · cross-district

#2 · Ahmednagarcell 4660002869

distance 0.188 · cross-district

#3 · Ahmednagarcell 4660003260

distance 0.193 · cross-district

#4 · Ahmednagarcell 4660002440

distance 0.193 · cross-district

#5 · Ahmednagarcell 4660002535

distance 0.194 · cross-district

#6 · Ahmednagarcell 4660003381

distance 0.195 · cross-district

#7 · Ahmednagarcell 4660002878

distance 0.196 · cross-district

#8 · Nashikcell 4870006302

distance 0.198 · cross-district

#9 · Ahmednagarcell 4660001413

distance 0.202 · cross-district

#10 · Ahmednagarcell 4660003319

distance 0.203 · cross-district

#11 · Punecell 4900001725

distance 0.205

#12 · Ahmednagarcell 4660003143

distance 0.206 · cross-district

#13 · Punecell 4900008646

distance 0.207

#14 · Punecell 4900008982

distance 0.208

#15 · Punecell 4900007385

distance 0.209

#16 · Punecell 4900006890

distance 0.209

#17 · Nashikcell 4870006310

distance 0.209 · cross-district

#18 · Punecell 4900007746

distance 0.211

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":4900008317}}}'

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.