Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001983

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005758

distance 0.185

#2 · Sataracell 4940008659

distance 0.193 · cross-district

#3 · Punecell 4900005625

distance 0.195

#4 · Punecell 4900002125

distance 0.205

#5 · Punecell 4900006388

distance 0.217

#6 · Punecell 4900001274

distance 0.222

#7 · Punecell 4900004125

distance 0.223

#8 · Punecell 4900006640

distance 0.229

#9 · Punecell 4900003315

distance 0.235

#10 · Punecell 4900001143

distance 0.24

#11 · Punecell 4900006639

distance 0.24

#12 · Sataracell 4940008907

distance 0.245 · cross-district

#13 · Punecell 4900004409

distance 0.245

#14 · Punecell 4900001550

distance 0.246

#15 · Punecell 4900002745

distance 0.247

#16 · Punecell 4900006270

distance 0.249

#17 · Punecell 4900006391

distance 0.25

#18 · Punecell 4900007363

distance 0.253

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":4900001983}}}'

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.