Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007519

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005668

distance 0.135

#2 · Punecell 4900005784

distance 0.151

#3 · Punecell 4900005530

distance 0.152

#4 · Punecell 4900005528

distance 0.152

#5 · Punecell 4900005660

distance 0.154

#6 · Punecell 4900005788

distance 0.167

#7 · Punecell 4900008537

distance 0.174

#8 · Punecell 4900007626

distance 0.175

#9 · Solapurcell 4960001174

distance 0.187 · cross-district

#10 · Ahmednagarcell 4660000570

distance 0.188 · cross-district

#11 · Punecell 4900005141

distance 0.188

#12 · Punecell 4900007750

distance 0.19

#13 · Ahmednagarcell 4660000510

distance 0.191 · cross-district

#14 · Punecell 4900004697

distance 0.195

#15 · Punecell 4900007394

distance 0.195

#16 · Punecell 4900002486

distance 0.197

#17 · Beedcell 4700002958

distance 0.198 · cross-district

#18 · Punecell 4900006905

distance 0.2

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":4900007519}}}'

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.