Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006855

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004660

distance 0.312 · cross-district

#2 · Parbhanicell 4890001711

distance 0.318 · cross-district

#3 · Laturcell 4810003354

distance 0.333 · cross-district

#4 · Parbhanicell 4890001708

distance 0.333 · cross-district

#5 · Nandedcell 4850004609

distance 0.333 · cross-district

#6 · Nandedcell 4850004661

distance 0.341 · cross-district

#7 · Wardhacell 4980000976

distance 0.342 · cross-district

#8 · Laturcell 4810004918

distance 0.344 · cross-district

#9 · Nandedcell 4850004001

distance 0.347 · cross-district

#10 · Laturcell 4810002521

distance 0.349 · cross-district

#11 · Yavatmalcell 5000009536

distance 0.351 · cross-district

#12 · Nagpurcell 4840001706

distance 0.355 · cross-district

#13 · Parbhanicell 4890001710

distance 0.356 · cross-district

#14 · Nandedcell 4850005001

distance 0.358 · cross-district

#15 · Nandedcell 4850004542

distance 0.365 · cross-district

#16 · Nandedcell 4850004140

distance 0.366 · cross-district

#17 · Nagpurcell 4840001384

distance 0.38 · cross-district

#18 · Chandrapurcell 4730007947

distance 0.38

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":4730006855}}}'

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.