Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006838

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006239

distance 0.321

#2 · Punecell 4900005987

distance 0.357

#3 · Punecell 4900007333

distance 0.395

#4 · Punecell 4900006964

distance 0.406

#5 · Punecell 4900007209

distance 0.419

#6 · Punecell 4900006240

distance 0.45

#7 · Punecell 4900007091

distance 0.503

#8 · Punecell 4900006241

distance 0.51

#9 · Punecell 4900006962

distance 0.514

#10 · Punecell 4900005727

distance 0.531

#11 · Punecell 4900007093

distance 0.533

#12 · Punecell 4900007211

distance 0.57

#13 · Punecell 4900006361

distance 0.575

#14 · Punecell 4900005728

distance 0.627

#15 · Punecell 4900006716

distance 0.655

#16 · Punecell 4900006362

distance 0.661

#17 · Punecell 4900012815

distance 0.686

#18 · Punecell 4900006717

distance 0.693

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":4900006838}}}'

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.