Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007941

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

0.343

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010783

distance 0.343

#2 · Punecell 4900010186

distance 0.349

#3 · Punecell 4900011592

distance 0.359

#4 · Punecell 4900009979

distance 0.368

#5 · Punecell 4900012221

distance 0.382

#6 · Punecell 4900009685

distance 0.391

#7 · Punecell 4900011339

distance 0.396

#8 · Punecell 4900010945

distance 0.399

#9 · Punecell 4900008843

distance 0.408

#10 · Punecell 4900010445

distance 0.41

#11 · Punecell 4900008175

distance 0.41

#12 · Punecell 4900009499

distance 0.415

#13 · Ahmednagarcell 4660009836

distance 0.43 · cross-district

#14 · Ahmednagarcell 4660011654

distance 0.434 · cross-district

#15 · Punecell 4900011672

distance 0.437

#16 · Punecell 4900010363

distance 0.437

#17 · Punecell 4900010368

distance 0.44

#18 · Ahmednagarcell 4660011160

distance 0.442 · 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":4900007941}}}'

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.