Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001336

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004174

distance 0.122

#2 · Punecell 4900001456

distance 0.14

#3 · Punecell 4900002024

distance 0.149

#4 · Punecell 4900001584

distance 0.159

#5 · Punecell 4900001332

distance 0.161

#6 · Punecell 4900000283

distance 0.168

#7 · Punecell 4900002345

distance 0.169

#8 · Punecell 4900001212

distance 0.171

#9 · Solapurcell 4960004817

distance 0.172 · cross-district

#10 · Solapurcell 4960011902

distance 0.176 · cross-district

#11 · Punecell 4900001612

distance 0.179

#12 · Punecell 4900000833

distance 0.18

#13 · Punecell 4900001345

distance 0.18

#14 · Punecell 4900001076

distance 0.18

#15 · Punecell 4900004597

distance 0.182

#16 · Punecell 4900001749

distance 0.182

#17 · Punecell 4900001350

distance 0.182

#18 · Punecell 4900006529

distance 0.185

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":4900001336}}}'

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.