Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000716

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

0.267

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001090

distance 0.267

#2 · Sataracell 4940008116

distance 0.313 · cross-district

#3 · Nashikcell 4870009628

distance 0.335 · cross-district

#4 · Nashikcell 4870002097

distance 0.348 · cross-district

#5 · Punecell 4900006024

distance 0.357

#6 · Punecell 4900001222

distance 0.36

#7 · Punecell 4900001303

distance 0.362

#8 · Nashikcell 4870003371

distance 0.366 · cross-district

#9 · Punecell 4900001313

distance 0.367

#10 · Sataracell 4940000772

distance 0.369 · cross-district

#11 · Nashikcell 4870003968

distance 0.373 · cross-district

#12 · Nashikcell 4870003947

distance 0.379 · cross-district

#13 · Kolhapurcell 4800005230

distance 0.379 · cross-district

#14 · Sanglicell 4930006952

distance 0.38 · cross-district

#15 · Punecell 4900005647

distance 0.381

#16 · Kolhapurcell 4800003597

distance 0.382 · cross-district

#17 · Punecell 4900000101

distance 0.383

#18 · Nashikcell 4870003958

distance 0.387 · 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":4900000716}}}'

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.