Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006439

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000333

distance 0.264 · cross-district

#2 · Bhandaracell 4710000288

distance 0.319 · cross-district

#3 · Ahmednagarcell 4660014385

distance 0.347 · cross-district

#4 · Chandrapurcell 4730006440

distance 0.358

#5 · Ahmednagarcell 4660014284

distance 0.368 · cross-district

#6 · Jalgaoncell 4780000931

distance 0.387 · cross-district

#7 · Chandrapurcell 4730009185

distance 0.398

#8 · Gadchirolicell 4750011778

distance 0.413 · cross-district

#9 · Jalgaoncell 4780001360

distance 0.415 · cross-district

#10 · Nagpurcell 4840003652

distance 0.44 · cross-district

#11 · Ahmednagarcell 4660014172

distance 0.449 · cross-district

#12 · Bhandaracell 4710000828

distance 0.451 · cross-district

#13 · Jalgaoncell 4780001442

distance 0.455 · cross-district

#14 · Gondiacell 4760001671

distance 0.455 · cross-district

#15 · Jalgaoncell 4780001691

distance 0.463 · cross-district

#16 · Nashikcell 4870007390

distance 0.464 · cross-district

#17 · Ahmednagarcell 4660014101

distance 0.466 · cross-district

#18 · Gondiacell 4760000987

distance 0.47 · 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":4730006439}}}'

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.