Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009421

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 1 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008557

distance 0.143

#2 · Punecell 4900009121

distance 0.188

#3 · Punecell 4900008455

distance 0.195

#4 · Punecell 4900009010

distance 0.201

#5 · Punecell 4900007903

distance 0.204

#6 · Punecell 4900008668

distance 0.214

#7 · Punecell 4900008337

distance 0.216

#8 · Punecell 4900008673

distance 0.222

#9 · Punecell 4900008556

distance 0.224

#10 · Punecell 4900008566

distance 0.238

#11 · Punecell 4900010405

distance 0.239

#12 · Punecell 4900008678

distance 0.24

#13 · Punecell 4900009633

distance 0.252

#14 · Punecell 4900009122

distance 0.256

#15 · Punecell 4900009133

distance 0.258

#16 · Punecell 4900008233

distance 0.264

#17 · Punecell 4900007900

distance 0.265

#18 · Punecell 4900010399

distance 0.272

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":4900009421}}}'

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.