Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003019

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003280

distance 0.246

#2 · Punecell 4900003818

distance 0.249

#3 · Punecell 4900002419

distance 0.306

#4 · Sataracell 4940007232

distance 0.326 · cross-district

#5 · Sataracell 4940008057

distance 0.343 · cross-district

#6 · Punecell 4900003673

distance 0.346

#7 · Punecell 4900002718

distance 0.357

#8 · Punecell 4900000751

distance 0.372

#9 · Punecell 4900003960

distance 0.381

#10 · Punecell 4900000763

distance 0.383

#11 · Punecell 4900002269

distance 0.386

#12 · Punecell 4900009165

distance 0.386

#13 · Punecell 4900010960

distance 0.387

#14 · Punecell 4900005352

distance 0.388

#15 · Ahmednagarcell 4660005189

distance 0.396 · cross-district

#16 · Punecell 4900010607

distance 0.398

#17 · Punecell 4900004509

distance 0.407

#18 · Punecell 4900010291

distance 0.408

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":4900003019}}}'

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.