Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680007553

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980003006

distance 0.257 · cross-district

#2 · Amravaticell 4680006626

distance 0.277

#3 · Amravaticell 4680008311

distance 0.291

#4 · Wardhacell 4980003307

distance 0.294 · cross-district

#5 · Amravaticell 4680004098

distance 0.3

#6 · Wardhacell 4980002567

distance 0.308 · cross-district

#7 · Solapurcell 4960001805

distance 0.308 · cross-district

#8 · Parbhanicell 4890004936

distance 0.322 · cross-district

#9 · Amravaticell 4680008310

distance 0.333

#10 · Amravaticell 4680005061

distance 0.334

#11 · Solapurcell 4960002344

distance 0.34 · cross-district

#12 · Buldhanacell 4720001952

distance 0.341 · cross-district

#13 · Nagpurcell 4840003663

distance 0.342 · cross-district

#14 · Amravaticell 4680006625

distance 0.345

#15 · Nagpurcell 4840003283

distance 0.348 · cross-district

#16 · Chandrapurcell 4730007720

distance 0.354 · cross-district

#17 · Nagpurcell 4840003563

distance 0.36 · cross-district

#18 · Yavatmalcell 5000005489

distance 0.36 · 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":4680007553}}}'

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.