Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003178

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004414

distance 0.134

#2 · Punecell 4900004273

distance 0.183

#3 · Punecell 4900004555

distance 0.199

#4 · Punecell 4900003319

distance 0.201

#5 · Punecell 4900004552

distance 0.211

#6 · Punecell 4900004823

distance 0.213

#7 · Punecell 4900004411

distance 0.216

#8 · Punecell 4900002596

distance 0.223

#9 · Punecell 4900004270

distance 0.225

#10 · Punecell 4900003996

distance 0.227

#11 · Punecell 4900002589

distance 0.247

#12 · Punecell 4900003999

distance 0.252

#13 · Punecell 4900002899

distance 0.252

#14 · Nashikcell 4870001307

distance 0.252 · cross-district

#15 · Punecell 4900003852

distance 0.253

#16 · Punecell 4900004407

distance 0.255

#17 · Punecell 4900004278

distance 0.255

#18 · Nashikcell 4870000762

distance 0.26 · 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":4900003178}}}'

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.