Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007690

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006708

distance 0.292

#2 · Punecell 4900005454

distance 0.344

#3 · Punecell 4900007202

distance 0.366

#4 · Punecell 4900007452

distance 0.419

#5 · Punecell 4900006452

distance 0.45

#6 · Punecell 4900001380

distance 0.451

#7 · Punecell 4900007331

distance 0.451

#8 · Punecell 4900007073

distance 0.466

#9 · Punecell 4900007320

distance 0.485

#10 · Punecell 4900007329

distance 0.488

#11 · Punecell 4900006340

distance 0.511

#12 · Punecell 4900005329

distance 0.512

#13 · Punecell 4900005326

distance 0.513

#14 · Punecell 4900007453

distance 0.519

#15 · Punecell 4900006959

distance 0.522

#16 · Punecell 4900005716

distance 0.527

#17 · Punecell 4900005458

distance 0.528

#18 · Punecell 4900005049

distance 0.528

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":4900007690}}}'

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.