Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001132

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.549

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008975

distance 0.549 · cross-district

#2 · Punecell 4900001260

distance 0.615

#3 · Ahmednagarcell 4660011795

distance 0.619 · cross-district

#4 · Buldhanacell 4720001417

distance 0.637 · cross-district

#5 · Punecell 4900002054

distance 0.71

#6 · Ahmednagarcell 4660011622

distance 0.722 · cross-district

#7 · Gadchirolicell 4750000043

distance 0.741 · cross-district

#8 · Dhulecell 4740003596

distance 0.747 · cross-district

#9 · Gadchirolicell 4750000508

distance 0.755 · cross-district

#10 · Punecell 4900000243

distance 0.765

#11 · Buldhanacell 4720003520

distance 0.765 · cross-district

#12 · Beedcell 4700000097

distance 0.766 · cross-district

#13 · Gadchirolicell 4750000064

distance 0.767 · cross-district

#14 · Ahmednagarcell 4660011781

distance 0.771 · cross-district

#15 · Gadchirolicell 4750000467

distance 0.782 · cross-district

#16 · Dhulecell 4740001428

distance 0.794 · cross-district

#17 · Gadchirolicell 4750000039

distance 0.81 · cross-district

#18 · Nashikcell 4870002952

distance 0.81 · 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":4900001132}}}'

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.