Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007396

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004705

distance 0.182 · cross-district

#2 · Nashikcell 4870004704

distance 0.19 · cross-district

#3 · Punecell 4900007267

distance 0.195

#4 · Nashikcell 4870007050

distance 0.199 · cross-district

#5 · Sanglicell 4930007161

distance 0.199 · cross-district

#6 · Punecell 4900007394

distance 0.199

#7 · Punecell 4900006904

distance 0.2

#8 · Punecell 4900005807

distance 0.203

#9 · Punecell 4900001348

distance 0.207

#10 · Nashikcell 4870005871

distance 0.212 · cross-district

#11 · Ahmednagarcell 4660000799

distance 0.212 · cross-district

#12 · Solapurcell 4960003647

distance 0.213 · cross-district

#13 · Solapurcell 4960007600

distance 0.213 · cross-district

#14 · Solapurcell 4960000868

distance 0.215 · cross-district

#15 · Punecell 4900002041

distance 0.215

#16 · Punecell 4900006899

distance 0.216

#17 · Punecell 4900002330

distance 0.217

#18 · Solapurcell 4960007473

distance 0.218 · 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":4900007396}}}'

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.