Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011068

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011145

distance 0.196

#2 · Punecell 4900011360

distance 0.228

#3 · Punecell 4900009936

distance 0.25

#4 · Punecell 4900011144

distance 0.259

#5 · Punecell 4900009528

distance 0.265

#6 · Raigadcell 4910005518

distance 0.269 · cross-district

#7 · Punecell 4900011069

distance 0.277

#8 · Punecell 4900010213

distance 0.286

#9 · Raigadcell 4910004906

distance 0.287 · cross-district

#10 · Punecell 4900010988

distance 0.294

#11 · Punecell 4900009720

distance 0.301

#12 · Raigadcell 4910005365

distance 0.302 · cross-district

#13 · Punecell 4900010748

distance 0.305

#14 · Punecell 4900010831

distance 0.308

#15 · Punecell 4900008899

distance 0.313

#16 · Punecell 4900010132

distance 0.315

#17 · Punecell 4900010563

distance 0.317

#18 · Punecell 4900011079

distance 0.324

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":4900011068}}}'

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.