Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004483

The MH-36 locality cells most similar to this Buldhana 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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.344

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750006234

distance 0.344 · cross-district

#2 · Chandrapurcell 4730007640

distance 0.405 · cross-district

#3 · Gadchirolicell 4750000024

distance 0.446 · cross-district

#4 · Nagpurcell 4840007921

distance 0.464 · cross-district

#5 · Gadchirolicell 4750000009

distance 0.488 · cross-district

#6 · Sataracell 4940003604

distance 0.49 · cross-district

#7 · Solapurcell 4960009368

distance 0.498 · cross-district

#8 · Nagpurcell 4840006725

distance 0.5 · cross-district

#9 · Sataracell 4940002471

distance 0.507 · cross-district

#10 · Beedcell 4700004616

distance 0.515 · cross-district

#11 · Sataracell 4940002357

distance 0.515 · cross-district

#12 · Buldhanacell 4720001364

distance 0.518

#13 · Punecell 4900002514

distance 0.522 · cross-district

#14 · Ahmednagarcell 4660011458

distance 0.522 · cross-district

#15 · Beedcell 4700000058

distance 0.528 · cross-district

#16 · Gadchirolicell 4750000038

distance 0.534 · cross-district

#17 · Buldhanacell 4720005148

distance 0.537

#18 · Dhulecell 4740005749

distance 0.537 · 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":472,"cluster_id":4720004483}}}'

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.