Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009075

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

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009916

distance 0.285

#2 · Punecell 4900008965

distance 0.286

#3 · Punecell 4900002703

distance 0.31

#4 · Punecell 4900009297

distance 0.319

#5 · Punecell 4900008733

distance 0.324

#6 · Punecell 4900009603

distance 0.335

#7 · Punecell 4900008285

distance 0.349

#8 · Punecell 4900008962

distance 0.353

#9 · Punecell 4900003569

distance 0.36

#10 · Punecell 4900011058

distance 0.362

#11 · Punecell 4900002720

distance 0.363

#12 · Punecell 4900009070

distance 0.371

#13 · Punecell 4900010380

distance 0.373

#14 · Punecell 4900009896

distance 0.376

#15 · Punecell 4900006505

distance 0.377

#16 · Punecell 4900008837

distance 0.378

#17 · Punecell 4900003833

distance 0.378

#18 · Ahmednagarcell 4660004474

distance 0.379 · 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":4900009075}}}'

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.