Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000304

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000857

distance 0.125

#2 · Punecell 4900000363

distance 0.134

#3 · Sataracell 4940008242

distance 0.142 · cross-district

#4 · Sataracell 4940008346

distance 0.173 · cross-district

#5 · Punecell 4900000856

distance 0.174

#6 · Sataracell 4940008042

distance 0.185 · cross-district

#7 · Punecell 4900000641

distance 0.194

#8 · Sataracell 4940007836

distance 0.203 · cross-district

#9 · Punecell 4900000629

distance 0.253

#10 · Sataracell 4940006764

distance 0.264 · cross-district

#11 · Sataracell 4940007622

distance 0.268 · cross-district

#12 · Punecell 4900000362

distance 0.273

#13 · Sataracell 4940007001

distance 0.273 · cross-district

#14 · Punecell 4900000999

distance 0.283

#15 · Sataracell 4940008345

distance 0.284 · cross-district

#16 · Punecell 4900012588

distance 0.288

#17 · Punecell 4900000440

distance 0.289

#18 · Sataracell 4940007003

distance 0.289 · cross-district

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":4900000304}}}'

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.