Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006777

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.124

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006419

distance 0.124

#2 · Punecell 4900007141

distance 0.18

#3 · Jalgaoncell 4780005516

distance 0.19 · cross-district

#4 · Punecell 4900005929

distance 0.195

#5 · Jalgaoncell 4780006396

distance 0.202 · cross-district

#6 · Beedcell 4700000095

distance 0.205 · cross-district

#7 · Jalgaoncell 4780002659

distance 0.209 · cross-district

#8 · Punecell 4900004167

distance 0.21

#9 · Jalgaoncell 4780006397

distance 0.213 · cross-district

#10 · Akolacell 4670001337

distance 0.222 · cross-district

#11 · Jalgaoncell 4780003725

distance 0.223 · cross-district

#12 · Beedcell 4700006484

distance 0.223 · cross-district

#13 · Solapurcell 4960004950

distance 0.225 · cross-district

#14 · Punecell 4900006650

distance 0.229

#15 · Jalgaoncell 4780008346

distance 0.229 · cross-district

#16 · Jalgaoncell 4780001645

distance 0.232 · cross-district

#17 · Punecell 4900007760

distance 0.233

#18 · Chhatrapati Sambhajinagarcell 4690002676

distance 0.238 · 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":4900006777}}}'

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.