Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007526

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007845

distance 0.181

#2 · Wardhacell 4980001456

distance 0.208 · cross-district

#3 · Wardhacell 4980001728

distance 0.215 · cross-district

#4 · Chandrapurcell 4730008052

distance 0.225

#5 · Wardhacell 4980002176

distance 0.23 · cross-district

#6 · Chandrapurcell 4730007416

distance 0.232

#7 · Wardhacell 4980001913

distance 0.236 · cross-district

#8 · Wardhacell 4980002904

distance 0.236 · cross-district

#9 · Wardhacell 4980002989

distance 0.239 · cross-district

#10 · Wardhacell 4980003279

distance 0.242 · cross-district

#11 · Wardhacell 4980000632

distance 0.243 · cross-district

#12 · Wardhacell 4980000748

distance 0.245 · cross-district

#13 · Chandrapurcell 4730007641

distance 0.246

#14 · Jalgaoncell 4780005240

distance 0.249 · cross-district

#15 · Wardhacell 4980002316

distance 0.25 · cross-district

#16 · Wardhacell 4980002266

distance 0.25 · cross-district

#17 · Nagpurcell 4840000838

distance 0.252 · cross-district

#18 · Wardhacell 4980001636

distance 0.254 · 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":4730007526}}}'

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.