Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003285

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002711

distance 0.268

#2 · Punecell 4900003144

distance 0.289

#3 · Punecell 4900003287

distance 0.298

#4 · Punecell 4900003155

distance 0.309

#5 · Punecell 4900003538

distance 0.313

#6 · Sataracell 4940007964

distance 0.317 · cross-district

#7 · Punecell 4900000310

distance 0.349

#8 · Sataracell 4940008264

distance 0.355 · cross-district

#9 · Sataracell 4940008364

distance 0.356 · cross-district

#10 · Sataracell 4940008155

distance 0.358 · cross-district

#11 · Punecell 4900003286

distance 0.36

#12 · Sataracell 4940007216

distance 0.36 · cross-district

#13 · Punecell 4900000541

distance 0.361

#14 · Punecell 4900003283

distance 0.362

#15 · Sataracell 4940008153

distance 0.367 · cross-district

#16 · Punecell 4900003154

distance 0.367

#17 · Punecell 4900002567

distance 0.373

#18 · Punecell 4900002712

distance 0.377

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":4900003285}}}'

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.