Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003919

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004205

distance 0.18

#2 · Punecell 4900003376

distance 0.186

#3 · Punecell 4900003920

distance 0.194

#4 · Punecell 4900006553

distance 0.211

#5 · Punecell 4900003378

distance 0.219

#6 · Punecell 4900004346

distance 0.234

#7 · Punecell 4900005036

distance 0.245

#8 · Punecell 4900004056

distance 0.254

#9 · Punecell 4900003779

distance 0.257

#10 · Punecell 4900003778

distance 0.261

#11 · Punecell 4900002964

distance 0.264

#12 · Punecell 4900003500

distance 0.264

#13 · Raigadcell 4910001009

distance 0.269 · cross-district

#14 · Punecell 4900003498

distance 0.272

#15 · Punecell 4900007046

distance 0.272

#16 · Punecell 4900006431

distance 0.275

#17 · Punecell 4900004614

distance 0.278

#18 · Raigadcell 4910001140

distance 0.279 · 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":4900003919}}}'

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.