Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007131

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

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006748

distance 0.163

#2 · Punecell 4900007129

distance 0.2

#3 · Punecell 4900006747

distance 0.233

#4 · Punecell 4900006877

distance 0.241

#5 · Punecell 4900011288

distance 0.256

#6 · Sataracell 4940008961

distance 0.262 · cross-district

#7 · Punecell 4900007255

distance 0.277

#8 · Punecell 4900006873

distance 0.278

#9 · Punecell 4900007251

distance 0.28

#10 · Punecell 4900004029

distance 0.281

#11 · Punecell 4900001135

distance 0.285

#12 · Kolhapurcell 4800004204

distance 0.287 · cross-district

#13 · Punecell 4900006784

distance 0.295

#14 · Punecell 4900007134

distance 0.302

#15 · Punecell 4900006742

distance 0.303

#16 · Kolhapurcell 4800004629

distance 0.303 · cross-district

#17 · Punecell 4900007016

distance 0.308

#18 · Punecell 4900001676

distance 0.309

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":4900007131}}}'

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.