Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002433

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012707

distance 0.212

#2 · Punecell 4900002758

distance 0.246

#3 · Punecell 4900001416

distance 0.251

#4 · Punecell 4900003054

distance 0.254

#5 · Punecell 4900004560

distance 0.255

#6 · Punecell 4900002882

distance 0.265

#7 · Ahmednagarcell 4660004256

distance 0.268 · cross-district

#8 · Ahmednagarcell 4660005145

distance 0.268 · cross-district

#9 · Sataracell 4940007480

distance 0.269 · cross-district

#10 · Punecell 4900006277

distance 0.283

#11 · Punecell 4900004300

distance 0.289

#12 · Sataracell 4940008307

distance 0.29 · cross-district

#13 · Sataracell 4940007016

distance 0.291 · cross-district

#14 · Sataracell 4940007364

distance 0.293 · cross-district

#15 · Sataracell 4940004899

distance 0.296 · cross-district

#16 · Sataracell 4940005694

distance 0.296 · cross-district

#17 · Punecell 4900001421

distance 0.301

#18 · Solapurcell 4960008141

distance 0.301 · 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":4900002433}}}'

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.