Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000643

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

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000640

distance 0.243

#2 · Punecell 4900000873

distance 0.257

#3 · Sataracell 4940008349

distance 0.297 · cross-district

#4 · Punecell 4900002123

distance 0.304

#5 · Punecell 4900003278

distance 0.322

#6 · Punecell 4900000642

distance 0.327

#7 · Sataracell 4940007433

distance 0.34 · cross-district

#8 · Punecell 4900012318

distance 0.346

#9 · Punecell 4900005627

distance 0.346

#10 · Punecell 4900004403

distance 0.355

#11 · Punecell 4900011876

distance 0.364

#12 · Punecell 4900004826

distance 0.369

#13 · Ahmednagarcell 4660005363

distance 0.378 · cross-district

#14 · Ahmednagarcell 4660007143

distance 0.379 · cross-district

#15 · Punecell 4900005494

distance 0.384

#16 · Punecell 4900000750

distance 0.384

#17 · Punecell 4900003556

distance 0.385

#18 · Ahmednagarcell 4660006280

distance 0.386 · cross-district

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":4900000643}}}'

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.