Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000705

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960009377

distance 0.163 · cross-district

#2 · Punecell 4900000395

distance 0.191

#3 · Punecell 4900000905

distance 0.2

#4 · Punecell 4900000516

distance 0.215

#5 · Sataracell 4940008530

distance 0.223 · cross-district

#6 · Kolhapurcell 4800004520

distance 0.227 · cross-district

#7 · Punecell 4900001171

distance 0.233

#8 · Punecell 4900001399

distance 0.236

#9 · Punecell 4900001006

distance 0.237

#10 · Kolhapurcell 4800004107

distance 0.241 · cross-district

#11 · Kolhapurcell 4800004971

distance 0.242 · cross-district

#12 · Kolhapurcell 4800004271

distance 0.247 · cross-district

#13 · Punecell 4900000224

distance 0.249

#14 · Kolhapurcell 4800004030

distance 0.251 · cross-district

#15 · Punecell 4900004180

distance 0.252

#16 · Kolhapurcell 4800004046

distance 0.257 · cross-district

#17 · Sataracell 4940008745

distance 0.258 · cross-district

#18 · Solapurcell 4960009278

distance 0.259 · 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":4900000705}}}'

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.