Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013394

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 4 distinct districts

Index confidence

0.91

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 · Ahmednagarcell 4660010480

distance 0.268 · cross-district

#2 · Punecell 4900013392

distance 0.275

#3 · Ahmednagarcell 4660012251

distance 0.351 · cross-district

#4 · Ahmednagarcell 4660012250

distance 0.363 · cross-district

#5 · Punecell 4900013390

distance 0.369

#6 · Thanecell 4970002190

distance 0.371 · cross-district

#7 · Ahmednagarcell 4660012248

distance 0.374 · cross-district

#8 · Nashikcell 4870000321

distance 0.38 · cross-district

#9 · Thanecell 4970002029

distance 0.383 · cross-district

#10 · Punecell 4900013386

distance 0.39

#11 · Ahmednagarcell 4660010968

distance 0.406 · cross-district

#12 · Ahmednagarcell 4660010805

distance 0.411 · cross-district

#13 · Punecell 4900013393

distance 0.418

#14 · Ahmednagarcell 4660010479

distance 0.42 · cross-district

#15 · Thanecell 4970002741

distance 0.421 · cross-district

#16 · Ahmednagarcell 4660012405

distance 0.423 · cross-district

#17 · Ahmednagarcell 4660012253

distance 0.44 · cross-district

#18 · Ahmednagarcell 4660012249

distance 0.44 · 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":4900013394}}}'

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.