Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005405

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005393

distance 0.158

#2 · Punecell 4900001746

distance 0.161

#3 · Punecell 4900005141

distance 0.184

#4 · Sanglicell 4930006232

distance 0.187 · cross-district

#5 · Punecell 4900005256

distance 0.194

#6 · Beedcell 4700003132

distance 0.195 · cross-district

#7 · Punecell 4900002644

distance 0.196

#8 · Punecell 4900005668

distance 0.196

#9 · Beedcell 4700003302

distance 0.199 · cross-district

#10 · Solapurcell 4960000571

distance 0.202 · cross-district

#11 · Punecell 4900005130

distance 0.203

#12 · Beedcell 4700004854

distance 0.204 · cross-district

#13 · Beedcell 4700004163

distance 0.204 · cross-district

#14 · Sanglicell 4930004453

distance 0.205 · cross-district

#15 · Beedcell 4700005247

distance 0.209 · cross-district

#16 · Solapurcell 4960000201

distance 0.209 · cross-district

#17 · Sanglicell 4930005381

distance 0.21 · cross-district

#18 · Punecell 4900003224

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":4900005405}}}'

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.