Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004784

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

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005201

distance 0.233

#2 · Punecell 4900003007

distance 0.342

#3 · Punecell 4900005345

distance 0.398

#4 · Punecell 4900011109

distance 0.405

#5 · Punecell 4900004510

distance 0.42

#6 · Punecell 4900004374

distance 0.423

#7 · Punecell 4900008706

distance 0.434

#8 · Punecell 4900005199

distance 0.441

#9 · Punecell 4900005202

distance 0.442

#10 · Punecell 4900004238

distance 0.444

#11 · Punecell 4900011662

distance 0.444

#12 · Punecell 4900004097

distance 0.45

#13 · Sataracell 4940007653

distance 0.453 · cross-district

#14 · Punecell 4900012062

distance 0.455

#15 · Punecell 4900003005

distance 0.455

#16 · Punecell 4900007824

distance 0.455

#17 · Punecell 4900010608

distance 0.459

#18 · Punecell 4900003819

distance 0.461

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":4900004784}}}'

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.