Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001821

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

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006758

distance 0.165

#2 · Punecell 4900002580

distance 0.177

#3 · Punecell 4900003712

distance 0.18

#4 · Sataracell 4940008669

distance 0.187 · cross-district

#5 · Punecell 4900001692

distance 0.19

#6 · Punecell 4900006395

distance 0.19

#7 · Punecell 4900007500

distance 0.193

#8 · Punecell 4900006634

distance 0.199

#9 · Punecell 4900003856

distance 0.201

#10 · Punecell 4900007244

distance 0.204

#11 · Punecell 4900012288

distance 0.211

#12 · Punecell 4900004271

distance 0.217

#13 · Punecell 4900003206

distance 0.219

#14 · Sataracell 4940007273

distance 0.22 · cross-district

#15 · Punecell 4900001398

distance 0.224

#16 · Punecell 4900001978

distance 0.224

#17 · Punecell 4900007491

distance 0.228

#18 · Punecell 4900001271

distance 0.229

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":4900001821}}}'

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.