Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001895

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001808

distance 0.125 · cross-district

#2 · Solapurcell 4960012053

distance 0.136 · cross-district

#3 · Punecell 4900001736

distance 0.139

#4 · Solapurcell 4960011462

distance 0.141 · cross-district

#5 · Solapurcell 4960011984

distance 0.153 · cross-district

#6 · Solapurcell 4960011986

distance 0.159 · cross-district

#7 · Solapurcell 4960011553

distance 0.166 · cross-district

#8 · Punecell 4900001727

distance 0.167

#9 · Ahmednagarcell 4660000063

distance 0.169 · cross-district

#10 · Beedcell 4700001814

distance 0.17 · cross-district

#11 · Punecell 4900007024

distance 0.172

#12 · Beedcell 4700001963

distance 0.174 · cross-district

#13 · Punecell 4900006411

distance 0.174

#14 · Beedcell 4700006542

distance 0.175 · cross-district

#15 · Ahmednagarcell 4660001252

distance 0.178 · cross-district

#16 · Nashikcell 4870005149

distance 0.178 · cross-district

#17 · Beedcell 4700001970

distance 0.181 · cross-district

#18 · Solapurcell 4960012063

distance 0.182 · 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":4900001895}}}'

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.