Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000721

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000117

distance 0.149

#2 · Punecell 4900001088

distance 0.152

#3 · Punecell 4900000717

distance 0.177

#4 · Punecell 4900000485

distance 0.179

#5 · Punecell 4900000211

distance 0.179

#6 · Punecell 4900000164

distance 0.206

#7 · Punecell 4900001447

distance 0.206

#8 · Sataracell 4940008616

distance 0.208 · cross-district

#9 · Sataracell 4940008602

distance 0.219 · cross-district

#10 · Solapurcell 4960009278

distance 0.221 · cross-district

#11 · Punecell 4900000516

distance 0.222

#12 · Sataracell 4940008434

distance 0.225 · cross-district

#13 · Punecell 4900000957

distance 0.226

#14 · Kolhapurcell 4800003425

distance 0.227 · cross-district

#15 · Punecell 4900000151

distance 0.234

#16 · Solapurcell 4960007789

distance 0.24 · cross-district

#17 · Punecell 4900001623

distance 0.241

#18 · Punecell 4900000096

distance 0.242

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":4900000721}}}'

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.