Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005414

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.207

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005671

distance 0.207

#2 · Solapurcell 4960004255

distance 0.265 · cross-district

#3 · Sanglicell 4930004279

distance 0.29 · cross-district

#4 · Beedcell 4700006607

distance 0.317 · cross-district

#5 · Sanglicell 4930004826

distance 0.332 · cross-district

#6 · Beedcell 4700009042

distance 0.339 · cross-district

#7 · Punecell 4900006417

distance 0.344

#8 · Solapurcell 4960003965

distance 0.344 · cross-district

#9 · Solapurcell 4960005311

distance 0.344 · cross-district

#10 · Punecell 4900005384

distance 0.345

#11 · Solapurcell 4960004162

distance 0.345 · cross-district

#12 · Beedcell 4700004943

distance 0.347 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000095

distance 0.358 · cross-district

#14 · Punecell 4900006178

distance 0.363

#15 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.366 · cross-district

#16 · Jalnacell 4790000319

distance 0.366 · cross-district

#17 · Sataracell 4940008189

distance 0.367 · cross-district

#18 · Buldhanacell 4720005808

distance 0.367 · 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":4900005414}}}'

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.