Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010016

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010118

distance 0.29

#2 · Punecell 4900008849

distance 0.329

#3 · Punecell 4900009291

distance 0.335

#4 · Punecell 4900009150

distance 0.34

#5 · Punecell 4900003974

distance 0.35

#6 · Punecell 4900008167

distance 0.373

#7 · Punecell 4900006258

distance 0.377

#8 · Punecell 4900010167

distance 0.379

#9 · Punecell 4900008397

distance 0.38

#10 · Punecell 4900008730

distance 0.391

#11 · Punecell 4900010728

distance 0.391

#12 · Punecell 4900010346

distance 0.394

#13 · Punecell 4900008277

distance 0.396

#14 · Punecell 4900010087

distance 0.396

#15 · Punecell 4900010635

distance 0.398

#16 · Punecell 4900002442

distance 0.398

#17 · Sataracell 4940009002

distance 0.399 · cross-district

#18 · Punecell 4900008382

distance 0.401

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":4900010016}}}'

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.