Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008099

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

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002630

distance 0.213

#2 · Beedcell 4700005175

distance 0.215 · cross-district

#3 · Beedcell 4700006986

distance 0.219 · cross-district

#4 · Solapurcell 4960003363

distance 0.22 · cross-district

#5 · Punecell 4900002338

distance 0.226

#6 · Ahmednagarcell 4660003286

distance 0.227 · cross-district

#7 · Punecell 4900003089

distance 0.229

#8 · Solapurcell 4960011552

distance 0.231 · cross-district

#9 · Beedcell 4700003512

distance 0.232 · cross-district

#10 · Solapurcell 4960012052

distance 0.233 · cross-district

#11 · Punecell 4900008208

distance 0.236

#12 · Ahmednagarcell 4660003470

distance 0.239 · cross-district

#13 · Sataracell 4940003815

distance 0.239 · cross-district

#14 · Beedcell 4700004337

distance 0.24 · cross-district

#15 · Ahmednagarcell 4660003451

distance 0.241 · cross-district

#16 · Punecell 4900001574

distance 0.243

#17 · Kolhapurcell 4800002486

distance 0.243 · cross-district

#18 · Punecell 4900006411

distance 0.244

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":4900008099}}}'

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.