Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003045

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960008013

distance 0.228 · cross-district

#2 · Nashikcell 4870001193

distance 0.251 · cross-district

#3 · Punecell 4900002934

distance 0.261

#4 · Punecell 4900012788

distance 0.265

#5 · Ahmednagarcell 4660008084

distance 0.265 · cross-district

#6 · Punecell 4900002791

distance 0.267

#7 · Sataracell 4940002575

distance 0.273 · cross-district

#8 · Sanglicell 4930006967

distance 0.276 · cross-district

#9 · Sataracell 4940005280

distance 0.278 · cross-district

#10 · Ahmednagarcell 4660007187

distance 0.281 · cross-district

#11 · Ahmednagarcell 4660003647

distance 0.281 · cross-district

#12 · Punecell 4900004279

distance 0.286

#13 · Punecell 4900004167

distance 0.289

#14 · Nashikcell 4870003126

distance 0.29 · cross-district

#15 · Punecell 4900004189

distance 0.3

#16 · Punecell 4900006771

distance 0.306

#17 · Punecell 4900001763

distance 0.307

#18 · Beedcell 4700006008

distance 0.314 · 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":4900003045}}}'

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.