Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001865

The MH-36 locality cells most similar to this Bhandara 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

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002348

distance 0.202

#2 · Gondiacell 4760001814

distance 0.285 · cross-district

#3 · Gondiacell 4760004491

distance 0.302 · cross-district

#4 · Bhandaracell 4710002582

distance 0.308

#5 · Yavatmalcell 5000006788

distance 0.31 · cross-district

#6 · Gondiacell 4760003110

distance 0.316 · cross-district

#7 · Nagpurcell 4840004331

distance 0.318 · cross-district

#8 · Chandrapurcell 4730004023

distance 0.322 · cross-district

#9 · Wardhacell 4980002733

distance 0.325 · cross-district

#10 · Bhandaracell 4710001764

distance 0.326

#11 · Amravaticell 4680009293

distance 0.328 · cross-district

#12 · Chandrapurcell 4730001890

distance 0.331 · cross-district

#13 · Gondiacell 4760004472

distance 0.332 · cross-district

#14 · Bhandaracell 4710001546

distance 0.334

#15 · Gondiacell 4760002128

distance 0.335 · cross-district

#16 · Bhandaracell 4710001049

distance 0.335

#17 · Bhandaracell 4710003458

distance 0.336

#18 · Chandrapurcell 4730007802

distance 0.337 · 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":471,"cluster_id":4710001865}}}'

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.