Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000448

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

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000308

distance 0.307

#2 · Punecell 4900000372

distance 0.321

#3 · Punecell 4900000365

distance 0.331

#4 · Punecell 4900000740

distance 0.332

#5 · Punecell 4900000370

distance 0.335

#6 · Punecell 4900000439

distance 0.341

#7 · Sataracell 4940007763

distance 0.347 · cross-district

#8 · Punecell 4900000371

distance 0.365

#9 · Punecell 4900000533

distance 0.366

#10 · Sataracell 4940008451

distance 0.367 · cross-district

#11 · Sataracell 4940008541

distance 0.376 · cross-district

#12 · Punecell 4900012595

distance 0.379

#13 · Sataracell 4940007832

distance 0.381 · cross-district

#14 · Punecell 4900000630

distance 0.383

#15 · Punecell 4900000445

distance 0.384

#16 · Punecell 4900000979

distance 0.387

#17 · Sataracell 4940008142

distance 0.389 · cross-district

#18 · Sataracell 4940008452

distance 0.394 · 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":4900000448}}}'

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.