Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003583

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003033

distance 0.203

#2 · Punecell 4900007488

distance 0.209

#3 · Punecell 4900003562

distance 0.216

#4 · Punecell 4900006282

distance 0.218

#5 · Punecell 4900002610

distance 0.239

#6 · Punecell 4900002609

distance 0.253

#7 · Punecell 4900002620

distance 0.26

#8 · Sataracell 4940007881

distance 0.266 · cross-district

#9 · Ahmednagarcell 4660007653

distance 0.267 · cross-district

#10 · Punecell 4900003762

distance 0.275

#11 · Punecell 4900003491

distance 0.281

#12 · Punecell 4900005403

distance 0.286

#13 · Punecell 4900002585

distance 0.288

#14 · Punecell 4900003037

distance 0.294

#15 · Punecell 4900003205

distance 0.295

#16 · Punecell 4900005889

distance 0.295

#17 · Punecell 4900012562

distance 0.299

#18 · Punecell 4900002742

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":4900003583}}}'

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.