Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008235

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010059

distance 0.373

#2 · Punecell 4900009563

distance 0.515

#3 · Punecell 4900008222

distance 0.529

#4 · Punecell 4900008452

distance 0.544

#5 · Punecell 4900010226

distance 0.554

#6 · Punecell 4900010670

distance 0.56

#7 · Punecell 4900008013

distance 0.565

#8 · Punecell 4900010860

distance 0.588

#9 · Punecell 4900009941

distance 0.591

#10 · Punecell 4900010246

distance 0.599

#11 · Punecell 4900011008

distance 0.602

#12 · Punecell 4900006205

distance 0.608

#13 · Punecell 4900009645

distance 0.617

#14 · Punecell 4900007997

distance 0.631

#15 · Punecell 4900011153

distance 0.637

#16 · Punecell 4900010826

distance 0.64

#17 · Punecell 4900010166

distance 0.647

#18 · Punecell 4900011847

distance 0.647

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":4900008235}}}'

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.