Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009731

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008335

distance 0.176

#2 · Punecell 4900009113

distance 0.208

#3 · Punecell 4900009533

distance 0.233

#4 · Punecell 4900008889

distance 0.263

#5 · Raigadcell 4910005208

distance 0.276 · cross-district

#6 · Raigadcell 4910005305

distance 0.285 · cross-district

#7 · Punecell 4900009321

distance 0.294

#8 · Raigadcell 4910005456

distance 0.301 · cross-district

#9 · Raigadcell 4910004800

distance 0.302 · cross-district

#10 · Punecell 4900009320

distance 0.303

#11 · Raigadcell 4910005407

distance 0.311 · cross-district

#12 · Raigadcell 4910005156

distance 0.313 · cross-district

#13 · Punecell 4900009431

distance 0.313

#14 · Punecell 4900008558

distance 0.321

#15 · Raigadcell 4910005871

distance 0.333 · cross-district

#16 · Punecell 4900008447

distance 0.333

#17 · Punecell 4900008133

distance 0.335

#18 · Punecell 4900008561

distance 0.338

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":4900009731}}}'

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.