Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012521

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012373

distance 0.162

#2 · Punecell 4900012444

distance 0.179

#3 · Punecell 4900012597

distance 0.197

#4 · Punecell 4900012794

distance 0.199

#5 · Punecell 4900012595

distance 0.202

#6 · Punecell 4900012591

distance 0.219

#7 · Punecell 4900012453

distance 0.225

#8 · Punecell 4900012449

distance 0.229

#9 · Punecell 4900013123

distance 0.229

#10 · Punecell 4900013126

distance 0.238

#11 · Punecell 4900012661

distance 0.244

#12 · Punecell 4900012310

distance 0.244

#13 · Punecell 4900012727

distance 0.245

#14 · Punecell 4900013195

distance 0.248

#15 · Punecell 4900012728

distance 0.251

#16 · Punecell 4900012664

distance 0.253

#17 · Punecell 4900012665

distance 0.256

#18 · Punecell 4900012380

distance 0.261

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":4900012521}}}'

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.