Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008218

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

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008328

distance 0.271

#2 · Punecell 4900012089

distance 0.273

#3 · Punecell 4900011885

distance 0.277

#4 · Punecell 4900007779

distance 0.277

#5 · Punecell 4900009426

distance 0.291

#6 · Punecell 4900012156

distance 0.295

#7 · Punecell 4900009011

distance 0.306

#8 · Punecell 4900009628

distance 0.306

#9 · Punecell 4900008552

distance 0.306

#10 · Punecell 4900010227

distance 0.318

#11 · Raigadcell 4910005750

distance 0.318 · cross-district

#12 · Punecell 4900010215

distance 0.319

#13 · Raigadcell 4910005800

distance 0.325 · cross-district

#14 · Punecell 4900009005

distance 0.329

#15 · Punecell 4900012026

distance 0.332

#16 · Punecell 4900008217

distance 0.332

#17 · Punecell 4900012041

distance 0.342

#18 · Punecell 4900011152

distance 0.344

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":4900008218}}}'

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.