Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680009739

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007493

distance 0.294

#2 · Nashikcell 4870008936

distance 0.303 · cross-district

#3 · Sanglicell 4930004784

distance 0.322 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004507

distance 0.326 · cross-district

#5 · Amravaticell 4680009742

distance 0.332

#6 · Nashikcell 4870009086

distance 0.335 · cross-district

#7 · Amravaticell 4680009651

distance 0.34

#8 · Ahmednagarcell 4660013402

distance 0.342 · cross-district

#9 · Nashikcell 4870003678

distance 0.343 · cross-district

#10 · Nandurbarcell 4860004563

distance 0.346 · cross-district

#11 · Nashikcell 4870002469

distance 0.348 · cross-district

#12 · Nashikcell 4870001403

distance 0.348 · cross-district

#13 · Nandurbarcell 4860004622

distance 0.349 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002947

distance 0.349 · cross-district

#15 · Jalgaoncell 4780007660

distance 0.35 · cross-district

#16 · Nashikcell 4870006597

distance 0.352 · cross-district

#17 · Nashikcell 4870008683

distance 0.353 · cross-district

#18 · Nashikcell 4870002876

distance 0.353 · 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":468,"cluster_id":4680009739}}}'

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.