Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004297

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

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004581

distance 0.146

#2 · Punecell 4900002475

distance 0.154

#3 · Punecell 4900003482

distance 0.189

#4 · Punecell 4900002454

distance 0.197

#5 · Punecell 4900000766

distance 0.199

#6 · Punecell 4900000780

distance 0.208

#7 · Sataracell 4940007721

distance 0.223 · cross-district

#8 · Nashikcell 4870001105

distance 0.231 · cross-district

#9 · Punecell 4900001284

distance 0.233

#10 · Nashikcell 4870000479

distance 0.237 · cross-district

#11 · Punecell 4900006047

distance 0.237

#12 · Sataracell 4940008620

distance 0.237 · cross-district

#13 · Punecell 4900003736

distance 0.241

#14 · Nashikcell 4870001009

distance 0.241 · cross-district

#15 · Punecell 4900006044

distance 0.244

#16 · Punecell 4900001989

distance 0.245

#17 · Punecell 4900002772

distance 0.246

#18 · Punecell 4900002312

distance 0.247

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":4900004297}}}'

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.