Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001302

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001313

distance 0.275

#2 · Punecell 4900006034

distance 0.28

#3 · Punecell 4900000101

distance 0.308

#4 · Punecell 4900005647

distance 0.313

#5 · Ahmednagarcell 4660011987

distance 0.315 · cross-district

#6 · Nashikcell 4870010978

distance 0.322 · cross-district

#7 · Ahmednagarcell 4660013991

distance 0.324 · cross-district

#8 · Kolhapurcell 4800004355

distance 0.328 · cross-district

#9 · Nashikcell 4870010847

distance 0.332 · cross-district

#10 · Sataracell 4940008116

distance 0.335 · cross-district

#11 · Punecell 4900005521

distance 0.338

#12 · Buldhanacell 4720007811

distance 0.339 · cross-district

#13 · Sataracell 4940008670

distance 0.344 · cross-district

#14 · Sataracell 4940004260

distance 0.344 · cross-district

#15 · Akolacell 4670002003

distance 0.353 · cross-district

#16 · Punecell 4900001090

distance 0.353

#17 · Nashikcell 4870011426

distance 0.355 · cross-district

#18 · Sataracell 4940008013

distance 0.358 · 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":4900001302}}}'

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.