Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003399

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003523

distance 0.101

#2 · Punecell 4900001250

distance 0.189

#3 · Punecell 4900003795

distance 0.212

#4 · Punecell 4900003661

distance 0.229

#5 · Punecell 4900003528

distance 0.233

#6 · Punecell 4900003263

distance 0.243

#7 · Punecell 4900001646

distance 0.246

#8 · Punecell 4900003530

distance 0.253

#9 · Punecell 4900003120

distance 0.257

#10 · Punecell 4900001506

distance 0.264

#11 · Punecell 4900003125

distance 0.267

#12 · Punecell 4900002989

distance 0.273

#13 · Punecell 4900002996

distance 0.273

#14 · Punecell 4900003127

distance 0.277

#15 · Punecell 4900002696

distance 0.28

#16 · Punecell 4900002992

distance 0.28

#17 · Punecell 4900004365

distance 0.284

#18 · Punecell 4900002550

distance 0.284

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":4900003399}}}'

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.