Bhārata Strata · Maharashtra · Amravati · morphological twins

Places like cell 4680008917

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680009380

distance 0.271

#2 · Bhandaracell 4710003601

distance 0.309 · cross-district

#3 · Nagpurcell 4840006497

distance 0.323 · cross-district

#4 · Bhandaracell 4710002781

distance 0.328 · cross-district

#5 · Bhandaracell 4710003458

distance 0.328 · cross-district

#6 · Jalgaoncell 4780007417

distance 0.349 · cross-district

#7 · Bhandaracell 4710003584

distance 0.351 · cross-district

#8 · Bhandaracell 4710002931

distance 0.352 · cross-district

#9 · Gadchirolicell 4750012284

distance 0.353 · cross-district

#10 · Bhandaracell 4710003460

distance 0.374 · cross-district

#11 · Amravaticell 4680009185

distance 0.381

#12 · Nagpurcell 4840006387

distance 0.384 · cross-district

#13 · Gadchirolicell 4750010061

distance 0.388 · cross-district

#14 · Nandurbarcell 4860001726

distance 0.396 · cross-district

#15 · Amravaticell 4680009584

distance 0.398

#16 · Gadchirolicell 4750010369

distance 0.4 · cross-district

#17 · Nagpurcell 4840004109

distance 0.401 · cross-district

#18 · Bhandaracell 4710003436

distance 0.407 · 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":4680008917}}}'

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.