Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007694

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007196

distance 0.295

#2 · Punecell 4900007453

distance 0.392

#3 · Punecell 4900007330

distance 0.467

#4 · Punecell 4900006340

distance 0.471

#5 · Punecell 4900007320

distance 0.487

#6 · Punecell 4900005329

distance 0.495

#7 · Punecell 4900005455

distance 0.521

#8 · Punecell 4900007690

distance 0.551

#9 · Punecell 4900005326

distance 0.552

#10 · Punecell 4900005454

distance 0.559

#11 · Punecell 4900007681

distance 0.565

#12 · Punecell 4900007331

distance 0.574

#13 · Punecell 4900004782

distance 0.579

#14 · Punecell 4900007073

distance 0.591

#15 · Punecell 4900006218

distance 0.594

#16 · Punecell 4900006452

distance 0.595

#17 · Punecell 4900006220

distance 0.602

#18 · Punecell 4900007693

distance 0.609

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":4900007694}}}'

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.