Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004300

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003054

distance 0.15

#2 · Punecell 4900002758

distance 0.188

#3 · Sataracell 4940007480

distance 0.216 · cross-district

#4 · Punecell 4900001054

distance 0.238

#5 · Sataracell 4940008307

distance 0.24 · cross-district

#6 · Punecell 4900004560

distance 0.245

#7 · Punecell 4900004039

distance 0.264

#8 · Punecell 4900003877

distance 0.27

#9 · Sataracell 4940007707

distance 0.285 · cross-district

#10 · Sataracell 4940004988

distance 0.285 · cross-district

#11 · Ahmednagarcell 4660013487

distance 0.286 · cross-district

#12 · Solapurcell 4960007670

distance 0.289 · cross-district

#13 · Punecell 4900002433

distance 0.289

#14 · Solapurcell 4960008141

distance 0.292 · cross-district

#15 · Punecell 4900001855

distance 0.293

#16 · Sataracell 4940007139

distance 0.293 · cross-district

#17 · Punecell 4900000882

distance 0.293

#18 · Sanglicell 4930005075

distance 0.295 · 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":4900004300}}}'

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.