Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003375

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780004713

distance 0.252 · cross-district

#2 · Chandrapurcell 4730002818

distance 0.282

#3 · Chandrapurcell 4730004053

distance 0.296

#4 · Chandrapurcell 4730003530

distance 0.298

#5 · Chandrapurcell 4730003602

distance 0.306

#6 · Nandedcell 4850006262

distance 0.332 · cross-district

#7 · Nandedcell 4850005418

distance 0.333 · cross-district

#8 · Chandrapurcell 4730003521

distance 0.336

#9 · Yavatmalcell 5000003937

distance 0.338 · cross-district

#10 · Chandrapurcell 4730004055

distance 0.345

#11 · Jalgaoncell 4780005760

distance 0.345 · cross-district

#12 · Nandedcell 4850005079

distance 0.347 · cross-district

#13 · Jalgaoncell 4780005905

distance 0.349 · cross-district

#14 · Parbhanicell 4890001871

distance 0.353 · cross-district

#15 · Chandrapurcell 4730003342

distance 0.356

#16 · Chandrapurcell 4730003601

distance 0.358

#17 · Jalgaoncell 4780007628

distance 0.36 · cross-district

#18 · Chandrapurcell 4730002381

distance 0.361

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":4730003375}}}'

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.