Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001269

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002891

distance 0.222

#2 · Punecell 4900001139

distance 0.23

#3 · Sataracell 4940004472

distance 0.236 · cross-district

#4 · Punecell 4900002889

distance 0.243

#5 · Punecell 4900006619

distance 0.243

#6 · Punecell 4900001417

distance 0.245

#7 · Punecell 4900002130

distance 0.251

#8 · Punecell 4900006261

distance 0.257

#9 · Punecell 4900002129

distance 0.259

#10 · Sataracell 4940007757

distance 0.26 · cross-district

#11 · Punecell 4900002128

distance 0.261

#12 · Sataracell 4940007676

distance 0.262 · cross-district

#13 · Sataracell 4940008832

distance 0.264 · cross-district

#14 · Sataracell 4940008089

distance 0.264 · cross-district

#15 · Sataracell 4940008496

distance 0.265 · cross-district

#16 · Punecell 4900003708

distance 0.268

#17 · Punecell 4900005087

distance 0.268

#18 · Punecell 4900001005

distance 0.269

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":4900001269}}}'

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.