Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007115

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006621

distance 0.116

#2 · Punecell 4900007111

distance 0.125

#3 · Punecell 4900007117

distance 0.126

#4 · Punecell 4900007116

distance 0.132

#5 · Punecell 4900006627

distance 0.135

#6 · Punecell 4900007360

distance 0.136

#7 · Punecell 4900006865

distance 0.146

#8 · Punecell 4900006500

distance 0.151

#9 · Punecell 4900005621

distance 0.161

#10 · Punecell 4900007362

distance 0.172

#11 · Punecell 4900006502

distance 0.181

#12 · Punecell 4900006265

distance 0.183

#13 · Punecell 4900005882

distance 0.185

#14 · Punecell 4900006867

distance 0.186

#15 · Punecell 4900006988

distance 0.186

#16 · Punecell 4900001828

distance 0.188

#17 · Punecell 4900007358

distance 0.188

#18 · Punecell 4900012706

distance 0.19

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":4900007115}}}'

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.