Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004698

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004850

distance 0.208

#2 · Punecell 4900005249

distance 0.214

#3 · Punecell 4900005117

distance 0.218

#4 · Beedcell 4700004441

distance 0.22 · cross-district

#5 · Punecell 4900004975

distance 0.223

#6 · Beedcell 4700003418

distance 0.224 · cross-district

#7 · Punecell 4900009817

distance 0.228

#8 · Nashikcell 4870012654

distance 0.23 · cross-district

#9 · Punecell 4900002931

distance 0.231

#10 · Punecell 4900005271

distance 0.236

#11 · Punecell 4900005120

distance 0.237

#12 · Ahmednagarcell 4660003924

distance 0.238 · cross-district

#13 · Punecell 4900005517

distance 0.238

#14 · Punecell 4900005916

distance 0.239

#15 · Punecell 4900004725

distance 0.24

#16 · Punecell 4900007506

distance 0.242

#17 · Nashikcell 4870012813

distance 0.242 · cross-district

#18 · Punecell 4900005253

distance 0.243

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":4900004698}}}'

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.