Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007098

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.457

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007097

distance 0.457

#2 · Punecell 4900006976

distance 0.488

#3 · Punecell 4900007107

distance 0.529

#4 · Punecell 4900006001

distance 0.553

#5 · Punecell 4900008510

distance 0.569

#6 · Punecell 4900008172

distance 0.569

#7 · Punecell 4900008487

distance 0.571

#8 · Punecell 4900009363

distance 0.588

#9 · Punecell 4900007934

distance 0.599

#10 · Punecell 4900007700

distance 0.601

#11 · Punecell 4900004245

distance 0.648

#12 · Nashikcell 4870003366

distance 0.649 · cross-district

#13 · Punecell 4900007470

distance 0.656

#14 · Punecell 4900012335

distance 0.66

#15 · Sataracell 4940008903

distance 0.67 · cross-district

#16 · Punecell 4900006379

distance 0.675

#17 · Punecell 4900007216

distance 0.685

#18 · Ahmednagarcell 4660005238

distance 0.688 · 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":4900007098}}}'

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.