Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009521

The MH-36 locality cells most similar to this Amravati 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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.024

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009616

distance 0.024

#2 · Amravaticell 4680009417

distance 0.026

#3 · Amravaticell 4680009421

distance 0.028

#4 · Amravaticell 4680009707

distance 0.039

#5 · Amravaticell 4680009223

distance 0.039

#6 · Amravaticell 4680009044

distance 0.041

#7 · Amravaticell 4680009617

distance 0.042

#8 · Amravaticell 4680009136

distance 0.044

#9 · Amravaticell 4680009316

distance 0.046

#10 · Amravaticell 4680009224

distance 0.047

#11 · Amravaticell 4680009613

distance 0.048

#12 · Amravaticell 4680009528

distance 0.048

#13 · Amravaticell 4680009416

distance 0.05

#14 · Amravaticell 4680009419

distance 0.053

#15 · Amravaticell 4680009515

distance 0.055

#16 · Amravaticell 4680008466

distance 0.055

#17 · Amravaticell 4680009615

distance 0.055

#18 · Amravaticell 4680009233

distance 0.055

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":468,"cluster_id":4680009521}}}'

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.