Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009309

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.596

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011883

distance 0.596

#2 · Punecell 4900009517

distance 0.684

#3 · Punecell 4900007767

distance 0.741

#4 · Punecell 4900004886

distance 0.809

#5 · Punecell 4900009516

distance 0.829

#6 · Punecell 4900005809

distance 0.862

#7 · Punecell 4900008887

distance 0.868

#8 · Punecell 4900008435

distance 0.868

#9 · Punecell 4900008768

distance 0.89

#10 · Punecell 4900008994

distance 0.9

#11 · Raigadcell 4910001685

distance 0.9 · cross-district

#12 · Punecell 4900009412

distance 0.905

#13 · Punecell 4900006556

distance 0.917

#14 · Raigadcell 4910005413

distance 0.919 · cross-district

#15 · Punecell 4900006318

distance 0.928

#16 · Punecell 4900009930

distance 0.936

#17 · Punecell 4900004907

distance 0.938

#18 · Punecell 4900005449

distance 0.952

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":4900009309}}}'

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.