Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006470

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

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006352

distance 0.262

#2 · Punecell 4900006348

distance 0.441

#3 · Punecell 4900006469

distance 0.445

#4 · Punecell 4900006351

distance 0.464

#5 · Punecell 4900006231

distance 0.491

#6 · Punecell 4900006589

distance 0.505

#7 · Punecell 4900006228

distance 0.516

#8 · Punecell 4900006107

distance 0.54

#9 · Punecell 4900005979

distance 0.553

#10 · Punecell 4900006591

distance 0.562

#11 · Punecell 4900007688

distance 0.58

#12 · Punecell 4900006103

distance 0.643

#13 · Punecell 4900005724

distance 0.647

#14 · Punecell 4900006227

distance 0.68

#15 · Punecell 4900005982

distance 0.683

#16 · Punecell 4900006349

distance 0.695

#17 · Punecell 4900006467

distance 0.696

#18 · Punecell 4900006350

distance 0.697

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":4900006470}}}'

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.