Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002194

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002505

distance 0.068

#2 · Punecell 4900001489

distance 0.094

#3 · Solapurcell 4960011908

distance 0.107 · cross-district

#4 · Punecell 4900002349

distance 0.115

#5 · Punecell 4900006060

distance 0.121

#6 · Solapurcell 4960012071

distance 0.128 · cross-district

#7 · Solapurcell 4960011818

distance 0.136 · cross-district

#8 · Punecell 4900008434

distance 0.141

#9 · Punecell 4900002193

distance 0.142

#10 · Solapurcell 4960011830

distance 0.144 · cross-district

#11 · Punecell 4900004185

distance 0.146

#12 · Solapurcell 4960012121

distance 0.146 · cross-district

#13 · Solapurcell 4960011643

distance 0.148 · cross-district

#14 · Solapurcell 4960012002

distance 0.153 · cross-district

#15 · Solapurcell 4960012138

distance 0.153 · cross-district

#16 · Solapurcell 4960012358

distance 0.153 · cross-district

#17 · Punecell 4900002187

distance 0.154

#18 · Beedcell 4700002616

distance 0.155 · 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":4900002194}}}'

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.