Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012984

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012806

distance 0.213

#2 · Punecell 4900012934

distance 0.22

#3 · Punecell 4900012938

distance 0.264

#4 · Punecell 4900012879

distance 0.286

#5 · Punecell 4900012981

distance 0.302

#6 · Punecell 4900012678

distance 0.325

#7 · Punecell 4900012804

distance 0.333

#8 · Punecell 4900012872

distance 0.345

#9 · Punecell 4900012321

distance 0.346

#10 · Punecell 4900012392

distance 0.357

#11 · Nagpurcell 4840003639

distance 0.36 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000441

distance 0.36 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003031

distance 0.361 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001376

distance 0.363 · cross-district

#15 · Punecell 4900012805

distance 0.365

#16 · Solapurcell 4960002828

distance 0.368 · cross-district

#17 · Punecell 4900013056

distance 0.368

#18 · Jalnacell 4790001203

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":4900012984}}}'

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.