Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005127

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.465

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002323

distance 0.465

#2 · Chhatrapati Sambhajinagarcell 4690002688

distance 0.515 · cross-district

#3 · Punecell 4900005128

distance 0.52

#4 · Buldhanacell 4720004384

distance 0.539 · cross-district

#5 · Beedcell 4700001022

distance 0.55 · cross-district

#6 · Jalgaoncell 4780006373

distance 0.563 · cross-district

#7 · Punecell 4900004988

distance 0.572

#8 · Buldhanacell 4720005825

distance 0.575 · cross-district

#9 · Ahmednagarcell 4660006043

distance 0.578 · cross-district

#10 · Chandrapurcell 4730001322

distance 0.58 · cross-district

#11 · Dhulecell 4740000766

distance 0.603 · cross-district

#12 · Punecell 4900005126

distance 0.614

#13 · Kolhapurcell 4800003874

distance 0.627 · cross-district

#14 · Punecell 4900002322

distance 0.634

#15 · Chhatrapati Sambhajinagarcell 4690001704

distance 0.634 · cross-district

#16 · Punecell 4900002167

distance 0.637

#17 · Chhatrapati Sambhajinagarcell 4690002076

distance 0.639 · cross-district

#18 · Punecell 4900002474

distance 0.642

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":4900005127}}}'

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.