Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012970

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012450

distance 0.254

#2 · Punecell 4900013294

distance 0.292

#3 · Punecell 4900012459

distance 0.335

#4 · Punecell 4900013124

distance 0.343

#5 · Punecell 4900012811

distance 0.357

#6 · Punecell 4900012797

distance 0.375

#7 · Punecell 4900012667

distance 0.38

#8 · Punecell 4900012734

distance 0.381

#9 · Punecell 4900013130

distance 0.386

#10 · Punecell 4900012657

distance 0.396

#11 · Punecell 4900013054

distance 0.407

#12 · Punecell 4900012247

distance 0.408

#13 · Sataracell 4940008448

distance 0.415 · cross-district

#14 · Punecell 4900013262

distance 0.418

#15 · Punecell 4900013257

distance 0.425

#16 · Punecell 4900012587

distance 0.43

#17 · Punecell 4900012379

distance 0.437

#18 · Sataracell 4940004088

distance 0.439 · 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":4900012970}}}'

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.