Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007237

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007004

distance 0.29

#2 · Sataracell 4940008781

distance 0.291 · cross-district

#3 · Ahmednagarcell 4660004779

distance 0.293 · cross-district

#4 · Punecell 4900001421

distance 0.295

#5 · Punecell 4900006866

distance 0.296

#6 · Punecell 4900006400

distance 0.296

#7 · Punecell 4900005087

distance 0.304

#8 · Punecell 4900001151

distance 0.305

#9 · Punecell 4900005089

distance 0.31

#10 · Punecell 4900003032

distance 0.313

#11 · Sataracell 4940008665

distance 0.313 · cross-district

#12 · Ahmednagarcell 4660005140

distance 0.314 · cross-district

#13 · Punecell 4900006886

distance 0.316

#14 · Punecell 4900004583

distance 0.317

#15 · Sataracell 4940007654

distance 0.318 · cross-district

#16 · Sataracell 4940007230

distance 0.32 · cross-district

#17 · Punecell 4900006619

distance 0.321

#18 · Punecell 4900007117

distance 0.323

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":4900007237}}}'

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.