Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008262

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990004253

distance 0.342 · cross-district

#2 · Nagpurcell 4840000594

distance 0.343 · cross-district

#3 · Bhandaracell 4710002894

distance 0.351 · cross-district

#4 · Nagpurcell 4840004975

distance 0.364 · cross-district

#5 · Wardhacell 4980000603

distance 0.368 · cross-district

#6 · Yavatmalcell 5000007914

distance 0.37 · cross-district

#7 · Ahmednagarcell 4660012799

distance 0.371 · cross-district

#8 · Jalgaoncell 4780000623

distance 0.376 · cross-district

#9 · Bhandaracell 4710002618

distance 0.376 · cross-district

#10 · Wardhacell 4980001953

distance 0.377 · cross-district

#11 · Nagpurcell 4840005846

distance 0.378 · cross-district

#12 · Wardhacell 4980000660

distance 0.385 · cross-district

#13 · Solapurcell 4960004015

distance 0.386 · cross-district

#14 · Nagpurcell 4840005592

distance 0.389 · cross-district

#15 · Sanglicell 4930003389

distance 0.392 · cross-district

#16 · Ahmednagarcell 4660013368

distance 0.394 · cross-district

#17 · Yavatmalcell 5000009300

distance 0.399 · cross-district

#18 · Jalgaoncell 4780006238

distance 0.399 · 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":4730008262}}}'

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.