Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000435

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000354

distance 0.137

#2 · Punecell 4900000072

distance 0.153

#3 · Punecell 4900000179

distance 0.17

#4 · Punecell 4900000217

distance 0.176

#5 · Punecell 4900000092

distance 0.192

#6 · Punecell 4900000183

distance 0.195

#7 · Punecell 4900000600

distance 0.21

#8 · Punecell 4900000050

distance 0.214

#9 · Punecell 4900000131

distance 0.24

#10 · Punecell 4900000066

distance 0.242

#11 · Punecell 4900000067

distance 0.254

#12 · Punecell 4900000778

distance 0.255

#13 · Punecell 4900000132

distance 0.257

#14 · Sanglicell 4930000337

distance 0.261 · cross-district

#15 · Punecell 4900000728

distance 0.268

#16 · Punecell 4900004188

distance 0.278

#17 · Sataracell 4940008659

distance 0.287 · cross-district

#18 · Punecell 4900000402

distance 0.301

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":4900000435}}}'

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.