Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004657

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

0.93

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 4900004656

distance 0.163

#2 · Punecell 4900011027

distance 0.193

#3 · Punecell 4900008501

distance 0.204

#4 · Punecell 4900004661

distance 0.213

#5 · Punecell 4900009062

distance 0.234

#6 · Punecell 4900010359

distance 0.234

#7 · Punecell 4900009261

distance 0.241

#8 · Punecell 4900011870

distance 0.244

#9 · Punecell 4900009969

distance 0.247

#10 · Punecell 4900008279

distance 0.248

#11 · Punecell 4900011253

distance 0.251

#12 · Punecell 4900002099

distance 0.254

#13 · Punecell 4900007599

distance 0.258

#14 · Punecell 4900011034

distance 0.259

#15 · Punecell 4900004247

distance 0.26

#16 · Punecell 4900009785

distance 0.26

#17 · Punecell 4900011272

distance 0.261

#18 · Punecell 4900010786

distance 0.264

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":4900004657}}}'

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.