Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012709

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006828

distance 0.17 · cross-district

#2 · Punecell 4900012775

distance 0.205

#3 · Punecell 4900012569

distance 0.229

#4 · Punecell 4900012774

distance 0.236

#5 · Ahmednagarcell 4660006592

distance 0.237 · cross-district

#6 · Sataracell 4940007462

distance 0.245 · cross-district

#7 · Sataracell 4940007569

distance 0.247 · cross-district

#8 · Solapurcell 4960007395

distance 0.247 · cross-district

#9 · Ahmednagarcell 4660006453

distance 0.249 · cross-district

#10 · Sataracell 4940008078

distance 0.249 · cross-district

#11 · Ahmednagarcell 4660007003

distance 0.253 · cross-district

#12 · Sataracell 4940008079

distance 0.254 · cross-district

#13 · Sataracell 4940006932

distance 0.254 · cross-district

#14 · Ahmednagarcell 4660006462

distance 0.255 · cross-district

#15 · Sataracell 4940008180

distance 0.256 · cross-district

#16 · Sataracell 4940007568

distance 0.257 · cross-district

#17 · Sataracell 4940002784

distance 0.265 · cross-district

#18 · Punecell 4900012844

distance 0.267

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":4900012709}}}'

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.