Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003150

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003152

distance 0.224

#2 · Punecell 4900003418

distance 0.294

#3 · Punecell 4900003284

distance 0.295

#4 · Punecell 4900002094

distance 0.305

#5 · Punecell 4900003958

distance 0.313

#6 · Punecell 4900002425

distance 0.326

#7 · Punecell 4900002575

distance 0.341

#8 · Sataracell 4940008545

distance 0.346 · cross-district

#9 · Punecell 4900002723

distance 0.348

#10 · Punecell 4900003408

distance 0.35

#11 · Punecell 4900003013

distance 0.352

#12 · Punecell 4900002569

distance 0.362

#13 · Punecell 4900000758

distance 0.362

#14 · Sataracell 4940008258

distance 0.363 · cross-district

#15 · Punecell 4900003419

distance 0.365

#16 · Punecell 4900003550

distance 0.367

#17 · Sataracell 4940008624

distance 0.368 · cross-district

#18 · Sataracell 4940008455

distance 0.369 · 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":4900003150}}}'

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.