Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009606

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

0.624

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008507

distance 0.624

#2 · Punecell 4900009605

distance 0.65

#3 · Punecell 4900002011

distance 0.682

#4 · Ahmednagarcell 4660005690

distance 0.716 · cross-district

#5 · Nashikcell 4870010977

distance 0.726 · cross-district

#6 · Nashikcell 4870003233

distance 0.753 · cross-district

#7 · Chandrapurcell 4730003247

distance 0.758 · cross-district

#8 · Punecell 4900009607

distance 0.762

#9 · Ahmednagarcell 4660005580

distance 0.772 · cross-district

#10 · Dhulecell 4740000675

distance 0.789 · cross-district

#11 · Yavatmalcell 5000009656

distance 0.79 · cross-district

#12 · Beedcell 4700005549

distance 0.79 · cross-district

#13 · Punecell 4900009708

distance 0.791

#14 · Nashikcell 4870003232

distance 0.791 · cross-district

#15 · Buldhanacell 4720001710

distance 0.794 · cross-district

#16 · Ahmednagarcell 4660005579

distance 0.807 · cross-district

#17 · Ahmednagarcell 4660012305

distance 0.814 · cross-district

#18 · Jalgaoncell 4780005209

distance 0.815 · 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":4900009606}}}'

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.