Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012097

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 1 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011083

distance 0.167

#2 · Punecell 4900011233

distance 0.195

#3 · Punecell 4900011647

distance 0.218

#4 · Punecell 4900011299

distance 0.222

#5 · Punecell 4900010839

distance 0.24

#6 · Punecell 4900012111

distance 0.243

#7 · Punecell 4900011368

distance 0.247

#8 · Punecell 4900011155

distance 0.247

#9 · Punecell 4900011248

distance 0.262

#10 · Punecell 4900010920

distance 0.266

#11 · Punecell 4900011967

distance 0.271

#12 · Punecell 4900011231

distance 0.272

#13 · Punecell 4900012117

distance 0.274

#14 · Punecell 4900010576

distance 0.277

#15 · Punecell 4900011708

distance 0.279

#16 · Punecell 4900011586

distance 0.28

#17 · Punecell 4900011954

distance 0.28

#18 · Punecell 4900011841

distance 0.281

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":4900012097}}}'

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.