Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007339

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 1 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.231

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005996

distance 0.231

#2 · Punecell 4900006970

distance 0.266

#3 · Punecell 4900007937

distance 0.273

#4 · Punecell 4900006732

distance 0.311

#5 · Punecell 4900007470

distance 0.322

#6 · Punecell 4900008495

distance 0.324

#7 · Punecell 4900007708

distance 0.332

#8 · Punecell 4900006254

distance 0.344

#9 · Punecell 4900006727

distance 0.348

#10 · Punecell 4900008155

distance 0.349

#11 · Punecell 4900008154

distance 0.355

#12 · Punecell 4900005480

distance 0.355

#13 · Punecell 4900004928

distance 0.356

#14 · Punecell 4900007949

distance 0.356

#15 · Punecell 4900006371

distance 0.357

#16 · Punecell 4900006849

distance 0.357

#17 · Punecell 4900008271

distance 0.359

#18 · Punecell 4900006366

distance 0.36

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":4900007339}}}'

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.