Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000044

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000948

distance 0.141

#2 · Punecell 4900000952

distance 0.151

#3 · Punecell 4900000830

distance 0.159

#4 · Punecell 4900000239

distance 0.178

#5 · Punecell 4900000951

distance 0.182

#6 · Punecell 4900000246

distance 0.188

#7 · Punecell 4900000733

distance 0.191

#8 · Punecell 4900000832

distance 0.193

#9 · Punecell 4900000161

distance 0.195

#10 · Punecell 4900000622

distance 0.196

#11 · Punecell 4900001735

distance 0.199

#12 · Punecell 4900000241

distance 0.2

#13 · Punecell 4900001458

distance 0.202

#14 · Punecell 4900000808

distance 0.203

#15 · Punecell 4900000957

distance 0.212

#16 · Punecell 4900000042

distance 0.213

#17 · Punecell 4900002039

distance 0.213

#18 · Punecell 4900001179

distance 0.214

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":4900000044}}}'

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.