Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003839

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003309

distance 0.205

#2 · Punecell 4900001419

distance 0.223

#3 · Punecell 4900001008

distance 0.233

#4 · Punecell 4900002484

distance 0.236

#5 · Punecell 4900005898

distance 0.243

#6 · Punecell 4900001155

distance 0.245

#7 · Sataracell 4940008671

distance 0.246 · cross-district

#8 · Punecell 4900000769

distance 0.249

#9 · Punecell 4900001399

distance 0.251

#10 · Punecell 4900002283

distance 0.252

#11 · Punecell 4900001284

distance 0.252

#12 · Punecell 4900003859

distance 0.253

#13 · Punecell 4900006760

distance 0.255

#14 · Sataracell 4940008629

distance 0.255 · cross-district

#15 · Punecell 4900006746

distance 0.258

#16 · Punecell 4900000921

distance 0.259

#17 · Nashikcell 4870001093

distance 0.259 · cross-district

#18 · Punecell 4900006399

distance 0.262

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":4900003839}}}'

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.