Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010294

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

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007857

distance 0.172

#2 · Punecell 4900011493

distance 0.194

#3 · Punecell 4900001805

distance 0.212

#4 · Punecell 4900008189

distance 0.218

#5 · Punecell 4900009182

distance 0.22

#6 · Punecell 4900010809

distance 0.225

#7 · Punecell 4900010557

distance 0.232

#8 · Punecell 4900009483

distance 0.24

#9 · Punecell 4900010810

distance 0.244

#10 · Ahmednagarcell 4660003310

distance 0.251 · cross-district

#11 · Punecell 4900011358

distance 0.259

#12 · Punecell 4900008185

distance 0.261

#13 · Punecell 4900007738

distance 0.279

#14 · Punecell 4900011278

distance 0.286

#15 · Punecell 4900011684

distance 0.286

#16 · Punecell 4900007968

distance 0.291

#17 · Punecell 4900007255

distance 0.291

#18 · Punecell 4900007251

distance 0.295

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":4900010294}}}'

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.