Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005917

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

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005385

distance 0.114

#2 · Punecell 4900008534

distance 0.161

#3 · Punecell 4900007395

distance 0.162

#4 · Ahmednagarcell 4660001324

distance 0.165 · cross-district

#5 · Punecell 4900007506

distance 0.169

#6 · Punecell 4900007259

distance 0.179

#7 · Sanglicell 4930006510

distance 0.184 · cross-district

#8 · Nashikcell 4870005872

distance 0.192 · cross-district

#9 · Punecell 4900003869

distance 0.192

#10 · Punecell 4900004732

distance 0.193

#11 · Punecell 4900007392

distance 0.211

#12 · Punecell 4900005913

distance 0.216

#13 · Punecell 4900006170

distance 0.218

#14 · Punecell 4900001423

distance 0.219

#15 · Solapurcell 4960007842

distance 0.223 · cross-district

#16 · Ahmednagarcell 4660008558

distance 0.223 · cross-district

#17 · Punecell 4900001869

distance 0.224

#18 · Solapurcell 4960003958

distance 0.228 · 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":4900005917}}}'

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.