Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000812

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000226

distance 0.111

#2 · Punecell 4900000696

distance 0.155

#3 · Punecell 4900000784

distance 0.158

#4 · Punecell 4900000697

distance 0.162

#5 · Punecell 4900000605

distance 0.164

#6 · Solapurcell 4960008365

distance 0.176 · cross-district

#7 · Punecell 4900000282

distance 0.185

#8 · Punecell 4900000500

distance 0.193

#9 · Solapurcell 4960007786

distance 0.193 · cross-district

#10 · Punecell 4900000225

distance 0.197

#11 · Solapurcell 4960008364

distance 0.201 · cross-district

#12 · Solapurcell 4960007789

distance 0.201 · cross-district

#13 · Punecell 4900001036

distance 0.202

#14 · Punecell 4900000410

distance 0.205

#15 · Solapurcell 4960008579

distance 0.208 · cross-district

#16 · Punecell 4900000594

distance 0.209

#17 · Punecell 4900000164

distance 0.21

#18 · Punecell 4900000339

distance 0.21

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":4900000812}}}'

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.