Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007985

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008092

distance 0.131

#2 · Punecell 4900009091

distance 0.141

#3 · Punecell 4900004867

distance 0.152

#4 · Punecell 4900008760

distance 0.157

#5 · Punecell 4900008650

distance 0.162

#6 · Punecell 4900008207

distance 0.168

#7 · Punecell 4900007633

distance 0.169

#8 · Punecell 4900008429

distance 0.171

#9 · Punecell 4900008098

distance 0.172

#10 · Punecell 4900007981

distance 0.174

#11 · Punecell 4900007637

distance 0.175

#12 · Punecell 4900008755

distance 0.178

#13 · Punecell 4900008983

distance 0.182

#14 · Punecell 4900008868

distance 0.183

#15 · Ahmednagarcell 4660008559

distance 0.189 · cross-district

#16 · Sanglicell 4930006923

distance 0.19 · cross-district

#17 · Punecell 4900007625

distance 0.191

#18 · Punecell 4900002482

distance 0.194

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":4900007985}}}'

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.