Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004643

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006459

distance 0.307

#2 · Punecell 4900007186

distance 0.323

#3 · Punecell 4900005052

distance 0.327

#4 · Punecell 4900005324

distance 0.349

#5 · Punecell 4900004629

distance 0.356

#6 · Punecell 4900007068

distance 0.365

#7 · Punecell 4900006694

distance 0.372

#8 · Punecell 4900004909

distance 0.38

#9 · Punecell 4900005325

distance 0.389

#10 · Punecell 4900006089

distance 0.391

#11 · Punecell 4900006090

distance 0.392

#12 · Punecell 4900007185

distance 0.398

#13 · Punecell 4900006216

distance 0.401

#14 · Punecell 4900007645

distance 0.412

#15 · Punecell 4900005969

distance 0.413

#16 · Punecell 4900006824

distance 0.414

#17 · Punecell 4900006939

distance 0.417

#18 · Punecell 4900004628

distance 0.42

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":4900004643}}}'

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.