Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004850

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004698

distance 0.208

#2 · Beedcell 4700000689

distance 0.21 · cross-district

#3 · Nashikcell 4870010198

distance 0.218 · cross-district

#4 · Dharashivcell 4880001725

distance 0.232 · cross-district

#5 · Punecell 4900004303

distance 0.233

#6 · Punecell 4900005120

distance 0.251

#7 · Punecell 4900002905

distance 0.256

#8 · Beedcell 4700005724

distance 0.258 · cross-district

#9 · Punecell 4900003876

distance 0.259

#10 · Beedcell 4700005293

distance 0.261 · cross-district

#11 · Ahmednagarcell 4660000366

distance 0.261 · cross-district

#12 · Beedcell 4700005578

distance 0.262 · cross-district

#13 · Nashikcell 4870010197

distance 0.262 · cross-district

#14 · Jalgaoncell 4780003730

distance 0.262 · cross-district

#15 · Ahmednagarcell 4660005899

distance 0.264 · cross-district

#16 · Beedcell 4700003988

distance 0.264 · cross-district

#17 · Punecell 4900004844

distance 0.266

#18 · Ahmednagarcell 4660006634

distance 0.266 · 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":4900004850}}}'

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.