Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011460

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011922

distance 0.338

#2 · Punecell 4900010541

distance 0.348

#3 · Punecell 4900011864

distance 0.362

#4 · Punecell 4900010454

distance 0.364

#5 · Punecell 4900010624

distance 0.365

#6 · Punecell 4900004670

distance 0.365

#7 · Punecell 4900011035

distance 0.37

#8 · Punecell 4900011591

distance 0.37

#9 · Punecell 4900010539

distance 0.371

#10 · Punecell 4900011595

distance 0.372

#11 · Punecell 4900010538

distance 0.375

#12 · Punecell 4900010867

distance 0.378

#13 · Punecell 4900011461

distance 0.378

#14 · Punecell 4900010709

distance 0.379

#15 · Punecell 4900010702

distance 0.383

#16 · Punecell 4900010797

distance 0.385

#17 · Punecell 4900011112

distance 0.385

#18 · Punecell 4900011188

distance 0.387

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":4900011460}}}'

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.