Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006087

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.306

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007185

distance 0.306

#2 · Punecell 4900005045

distance 0.33

#3 · Punecell 4900006693

distance 0.335

#4 · Punecell 4900006820

distance 0.361

#5 · Punecell 4900004763

distance 0.41

#6 · Punecell 4900005960

distance 0.434

#7 · Punecell 4900007674

distance 0.44

#8 · Punecell 4900007186

distance 0.445

#9 · Punecell 4900002689

distance 0.451

#10 · Punecell 4900004761

distance 0.458

#11 · Punecell 4900001932

distance 0.464

#12 · Punecell 4900007546

distance 0.468

#13 · Punecell 4900002080

distance 0.469

#14 · Punecell 4900005022

distance 0.474

#15 · Punecell 4900011567

distance 0.478

#16 · Punecell 4900006093

distance 0.478

#17 · Punecell 4900004760

distance 0.483

#18 · Punecell 4900007540

distance 0.484

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":4900006087}}}'

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.