Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009325

The MH-36 locality cells most similar to this Chandrapur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.402

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003664

distance 0.402 · cross-district

#2 · Nagpurcell 4840003963

distance 0.413 · cross-district

#3 · Nagpurcell 4840006721

distance 0.463 · cross-district

#4 · Chandrapurcell 4730009385

distance 0.478

#5 · Nagpurcell 4840003376

distance 0.509 · cross-district

#6 · Chandrapurcell 4730009386

distance 0.509

#7 · Nagpurcell 4840004067

distance 0.516 · cross-district

#8 · Gadchirolicell 4750010697

distance 0.539 · cross-district

#9 · Wardhacell 4980002459

distance 0.54 · cross-district

#10 · Nagpurcell 4840003866

distance 0.558 · cross-district

#11 · Nagpurcell 4840003766

distance 0.559 · cross-district

#12 · Nagpurcell 4840003373

distance 0.561 · cross-district

#13 · Nagpurcell 4840003858

distance 0.571 · cross-district

#14 · Jalgaoncell 4780000492

distance 0.592 · cross-district

#15 · Nashikcell 4870007389

distance 0.593 · cross-district

#16 · Nagpurcell 4840003960

distance 0.6 · cross-district

#17 · Nagpurcell 4840003575

distance 0.606 · cross-district

#18 · Ahmednagarcell 4660013717

distance 0.606 · 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":473,"cluster_id":4730009325}}}'

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.