Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008839

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009264

distance 0.158

#2 · Punecell 4900008953

distance 0.18

#3 · Punecell 4900008841

distance 0.197

#4 · Punecell 4900009377

distance 0.203

#5 · Punecell 4900009168

distance 0.209

#6 · Punecell 4900009674

distance 0.222

#7 · Punecell 4900009484

distance 0.223

#8 · Punecell 4900008269

distance 0.225

#9 · Punecell 4900008952

distance 0.229

#10 · Punecell 4900009059

distance 0.229

#11 · Punecell 4900012145

distance 0.23

#12 · Punecell 4900010444

distance 0.232

#13 · Punecell 4900009886

distance 0.234

#14 · Punecell 4900008389

distance 0.236

#15 · Punecell 4900009478

distance 0.237

#16 · Punecell 4900009169

distance 0.242

#17 · Punecell 4900009061

distance 0.242

#18 · Punecell 4900009588

distance 0.245

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":4900008839}}}'

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.