Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009500

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.705

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005128

distance 0.705

#2 · Nashikcell 4870001840

distance 0.754 · cross-district

#3 · Jalnacell 4790003957

distance 0.76 · cross-district

#4 · Chandrapurcell 4730001593

distance 0.763 · cross-district

#5 · Washimcell 4990003027

distance 0.768 · cross-district

#6 · Nandedcell 4850004604

distance 0.769 · cross-district

#7 · Bhandaracell 4710002475

distance 0.783 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002584

distance 0.791 · cross-district

#9 · Buldhanacell 4720004384

distance 0.818 · cross-district

#10 · Punecell 4900004389

distance 0.832

#11 · Punecell 4900008171

distance 0.868

#12 · Nashikcell 4870002723

distance 0.884 · cross-district

#13 · Buldhanacell 4720003019

distance 0.891 · cross-district

#14 · Amravaticell 4680003618

distance 0.894 · cross-district

#15 · Dhulecell 4740003321

distance 0.904 · cross-district

#16 · Nashikcell 4870004536

distance 0.906 · cross-district

#17 · Punecell 4900005127

distance 0.906

#18 · Mumbaicell 4820000052

distance 0.908 · cross-district

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":4900009500}}}'

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.