Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000043

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

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000079

distance 0.194

#2 · Punecell 4900000360

distance 0.228

#3 · Punecell 4900000068

distance 0.254

#4 · Punecell 4900000182

distance 0.255

#5 · Solapurcell 4960007687

distance 0.256 · cross-district

#6 · Punecell 4900000949

distance 0.264

#7 · Kolhapurcell 4800004975

distance 0.265 · cross-district

#8 · Punecell 4900000236

distance 0.272

#9 · Punecell 4900000626

distance 0.272

#10 · Solapurcell 4960009180

distance 0.279 · cross-district

#11 · Punecell 4900000968

distance 0.279

#12 · Punecell 4900000103

distance 0.281

#13 · Kolhapurcell 4800004045

distance 0.281 · cross-district

#14 · Punecell 4900000504

distance 0.282

#15 · Punecell 4900001890

distance 0.284

#16 · Punecell 4900000241

distance 0.289

#17 · Punecell 4900000069

distance 0.291

#18 · Punecell 4900000174

distance 0.291

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":4900000043}}}'

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.