Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010259

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.478

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005727

distance 0.478

#2 · Punecell 4900007220

distance 0.483

#3 · Punecell 4900006241

distance 0.503

#4 · Punecell 4900005728

distance 0.538

#5 · Punecell 4900012815

distance 0.541

#6 · Punecell 4900007093

distance 0.564

#7 · Nashikcell 4870001467

distance 0.57 · cross-district

#8 · Nashikcell 4870003365

distance 0.588 · cross-district

#9 · Nashikcell 4870002608

distance 0.595 · cross-district

#10 · Punecell 4900006480

distance 0.62

#11 · Ahmednagarcell 4660005035

distance 0.62 · cross-district

#12 · Nashikcell 4870002343

distance 0.629 · cross-district

#13 · Punecell 4900006239

distance 0.647

#14 · Nashikcell 4870003503

distance 0.652 · cross-district

#15 · Nashikcell 4870002505

distance 0.657 · cross-district

#16 · Punecell 4900006967

distance 0.659

#17 · Punecell 4900007217

distance 0.669

#18 · Sataracell 4940004465

distance 0.672 · 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":4900010259}}}'

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.