Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009038

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 3 distinct districts

Index confidence

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.727

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009143

distance 0.727

#2 · Punecell 4900009354

distance 0.867

#3 · Punecell 4900008924

distance 0.887

#4 · Punecell 4900009444

distance 0.988

#5 · Punecell 4900008144

distance 1.082

#6 · Thanecell 4970000406

distance 1.082 · cross-district

#7 · Punecell 4900008035

distance 1.12

#8 · Punecell 4900008929

distance 1.17

#9 · Punecell 4900009708

distance 1.201

#10 · Punecell 4900009605

distance 1.212

#11 · Raigadcell 4910005817

distance 1.213 · cross-district

#12 · Punecell 4900009501

distance 1.214

#13 · Thanecell 4970000952

distance 1.217 · cross-district

#14 · Punecell 4900008475

distance 1.22

#15 · Punecell 4900007811

distance 1.244

#16 · Punecell 4900008365

distance 1.259

#17 · Punecell 4900007437

distance 1.26

#18 · Raigadcell 4910005816

distance 1.264 · 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":4900009038}}}'

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.