Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003550

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003122

distance 0.316

#2 · Bhandaracell 4710002834

distance 0.319

#3 · Gondiacell 4760004421

distance 0.331 · cross-district

#4 · Gondiacell 4760004259

distance 0.338 · cross-district

#5 · Nagpurcell 4840002571

distance 0.349 · cross-district

#6 · Gondiacell 4760004153

distance 0.354 · cross-district

#7 · Gondiacell 4760003722

distance 0.362 · cross-district

#8 · Bhandaracell 4710003603

distance 0.367

#9 · Gondiacell 4760004359

distance 0.37 · cross-district

#10 · Bhandaracell 4710003547

distance 0.381

#11 · Gondiacell 4760004003

distance 0.382 · cross-district

#12 · Gondiacell 4760004332

distance 0.383 · cross-district

#13 · Bhandaracell 4710000821

distance 0.385

#14 · Bhandaracell 4710003546

distance 0.385

#15 · Bhandaracell 4710003017

distance 0.387

#16 · Bhandaracell 4710003433

distance 0.389

#17 · Gondiacell 4760004284

distance 0.389 · cross-district

#18 · Gondiacell 4760004198

distance 0.391 · 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":4710003550}}}'

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.